feat(routes/aistudio): add route aistudio.baidu.com #18398
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<description>适用于求职面试、保研面试、小升初等<br><img src="https://ai-studio-static-online.bj.bcebos.com/model-serving/32124/2024060112e532f01b1d0347f1be788fd9f10dd50a68664b29c4b44ee5b0fee0167159b96a?x-bce-process=image/resize,m_mfit,w_586,h_294" alt="" referrerpolicy="no-referrer"></description>
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<title>AI律小法｜法律咨询（专业版）</title>
<description>结合百万有效法律法规数据以及实时数据检索从法律层面更精准的解决您的法律问题<br><img src="https://bj.bcebos.com/v1/ai-studio-static-online/model-serving/30231/0141926a34fd4f46b74e7500e9751891b3156288b0704df6989c65c7df091042?authorization=bce-auth-v1%2F5cfe9a5e1454405eb2a975c43eace6ec%2F2024-05-10T15%3A00%3A00Z%2F-1%2F%2F80bc98f208ab0156798fb69a0ec0784658e72cf101ed93eb6d5f606c45480997" alt="" referrerpolicy="no-referrer"></description>
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<pubDate>Fri, 19 Apr 2024 06:08:03 GMT</pubDate>
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<title>科研助手｜WaterScholar水科学</title>
<description>水环境研究领域需要研究人员深入挖掘和整理大量的科研文献，以获取前沿信息、开展综合分析、探索解决方案。WaterScholar是一款基于文心大模型的免费水科学研究应用，主要功能为查询水相关领域文献、围绕关键词撰写引言（英文为主）、总结概括简化内容、根据文献回答问题等。<br><img src="https://aistudio-llm-static-online.cdn.bcebos.com/1/641737/2024040315e9995343641f469a98da9bbf59de9c84d6f88f981dc949189d0ffedc56241045" alt="" referrerpolicy="no-referrer"></description>
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<description>免费生成不限次数·支持上传图片定制模版！轻松实现写真自由！<br><img src="https://lm-app-online.bj.bcebos.com/static/AI%E5%86%99%E7%9C%9F%E9%A6%86.png" alt="" referrerpolicy="no-referrer"></description>
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<description>可以输出皮克斯3D的感觉，又类似泡泡玛特的Q版风格，也可以图生图将2D画面3D化，主要生成偏向Q版可爱风<br><img src="https://aistudio-llm-static-online.cdn.bcebos.com/1/6983783/2023102617ff7a7f4105b84c91b7b8dd0be6425269844750a84d7a4a288252d9570c988b05" alt="" referrerpolicy="no-referrer"></description>
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<description>高质量动漫风格图片生成器，带你进入二次元世界<br><img src="https://lm-app-online.bj.bcebos.com/static/anythingv45.jpg" alt="" referrerpolicy="no-referrer"></description>
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<title>【PaddleNLP 3.0】轻松动手玩转DeepSeek-R1</title>
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<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;margin-top: 0px;margin-bottom: 0px;">We introduce our first-generation reasoning models, DeepSeek-R1-Zero and DeepSeek-R1. DeepSeek-R1-Zero, a model trained via large-scale reinforcement learning (RL) without supervised fine-tuning (SFT) as a preliminary step, demonstrated remarkable performance on reasoning. With RL, DeepSeek-R1-Zero naturally emerged with numerous powerful and interesting reasoning behaviors. However, DeepSeek-R1-Zero encounters challenges such as endless repetition, poor readability, and language mixing. To address these issues and further enhance reasoning performance, we introduce DeepSeek-R1, which incorporates cold-start data before RL. DeepSeek-R1 achieves performance comparable to OpenAI-o1 across math, code, and reasoning tasks. To support the research community, we have open-sourced DeepSeek-R1-Zero, DeepSeek-R1, and six dense models distilled from DeepSeek-R1 based on Llama and Qwen. DeepSeek-R1-Distill-Qwen-32B outperforms OpenAI-o1-mini across various benchmarks, achieving new state-of-the-art results for dense models.</p>
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<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">翻译：</p>
<blockquote style="box-sizing: border-box;margin: 0px;margin-top: 0px; margin-bottom: 16px;padding: 0px 1em; color: rgb(106, 115, 125); border-left: 0.25em solid rgb(223, 226, 229);">
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;margin-top: 0px;margin-bottom: 0px;">我们推出了第一代推理模型——DeepSeek-R1-Zero和DeepSeek-R1。DeepSeek-R1-Zero是一个直接通过大规模强化学习（RL）训练的模型，未经监督微调（SFT）作为初步步骤，却在推理方面展现出了卓越的性能。借助RL，DeepSeek-R1-Zero自然而然地展现出了众多强大且有趣的推理行为。然而，DeepSeek-R1-Zero也面临着一些挑战，如无休止的重复、可读性差以及语言混杂等问题。为了解决这些问题并进一步提升推理性能，我们推出了DeepSeek-R1，它在RL训练之前融入了冷启动数据。DeepSeek-R1在数学、代码和推理任务上的表现与OpenAI的o1模型相当。为了支持研究社区，我们已经将DeepSeek-R1-Zero、DeepSeek-R1以及基于Llama和Qwen从DeepSeek-R1蒸馏出的六个紧凑模型开源。其中，DeepSeek-R1-Distill-Qwen-32B在各种基准测试中超越了OpenAI的o1-mini，为稠密模型树立了新的性能标杆。</p>
</blockquote>
<h2 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-weight: 600;font-size: 24px;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;padding-bottom: 0.3em; border-bottom: 1px solid rgb(234, 236, 239);font-size: 1.5em;">1. 环境配置</h2>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">为方便使用，我们已经为大家配置好在V100和A100环境下的依赖环境，大家仅需使用解压即可使用。同时，我们提供了环境安装命令，方便复现安装。</p>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;"># 自动确认并卸载已安装的 paddlenlp 库
!pip uninstall paddlenlp -y
# 解压安装PaddleNLP，文件来自PaddleNLP GitHub仓库 develop分支（2025年1月24日）
!tar -xf PaddleNLP-20250124-1801.tgz
# 创建一个名为 'external-libraries' 的目录，用于存放安装的外部库（星河平台默认安装库重启后会被清空，所以需要将安装的库放到外部目录中）
# 创建环境依赖库，针对不同的GPU环境，请使用者自行切换
# !mkdir -p /home/aistudio/external-libraries
!tar zxf external-libraries.tgz
</code></pre>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;"># !!! 依赖文件已经安装在external-libraries中，无需再次安装, 选择性安装paddlenlp_ops算子即可 !!!
# 安装PaddleNLP
# !pip install --pre --upgrade paddlenlp==3.0.0b3.post20250123 -f https://www.paddlepaddle.org.cn/whl/paddlenlp.html -t /home/aistudio/external-libraries
# 【推荐安装】安装paddlenlp_ops cuda算子, 提高GPU利用率，加快运行速度
# 【!!!】安装之后重启内核启用paddlenlp_ops算子
!cd /home/aistudio/PaddleNLP/csrc &amp;&amp; python /home/aistudio/PaddleNLP/csrc/setup_cuda.py install
</code></pre>
<h2 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-weight: 600;font-size: 24px;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;padding-bottom: 0.3em; border-bottom: 1px solid rgb(234, 236, 239);font-size: 1.5em;">2. DeepSeek-R1快速推理</h2>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;"># 将自定义的外部库目录添加到系统路径中，以便Python能够导入这些库中的模块
import sys
# 添加包含已安装外部库的目录
sys.path.insert(0, '/home/aistudio/external-libraries')
# 添加PaddleNLP项目的根目录到系统路径，以便可以导入其模块和包
sys.path.insert(0, '/home/aistudio/PaddleNLP')
</code></pre>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;">import paddle
from llm.predict.predictor import PredictorArgument, ModelArgument, create_predictor
from paddlenlp.utils import is_paddlenlp_ops_available
# 安装paddlenlp_ops算子后需重启内核启用
# 支持模型名称
# deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B
# deepseek-ai/DeepSeek-R1-Distill-Qwen-7B
# deepseek-ai/DeepSeek-R1-Distill-Qwen-14B (A100 40G环境可以使用)
# deepseek-ai/DeepSeek-R1-Distill-Qwen-32B (A100 40G环境可以使用wint8量化)
# deepseek-ai/DeepSeek-R1-Distill-Llama-8B
# deepseek-ai/DeepSeek-R1-Distill-Llama-70B (需4卡V100 32G环境)
predictor_args = PredictorArgument(
model_name_or_path="deepseek-ai/DeepSeek-R1-Distill-Qwen-7B",
src_length=1024,
min_length=32,
max_length=2048,
top_k=0,
top_p=0.7,
temperature=0.95,
repetition_penalty=1.0,
dtype="float16",
inference_model= True if is_paddlenlp_ops_available() else False,
# quant_type="weight_only_int8",
)
paddle.set_default_dtype(predictor_args.dtype)
predictor = create_predictor(predictor_args, ModelArgument())
</code></pre>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;">from IPython.display import Markdown
input_text = "解释一下温故而知新"
result = predictor.predict(input_text)[0]
output = result.replace("&lt;think&gt;\n", "```\n").replace("&lt;/think&gt;\n", "```\n")
print(output)
Markdown(output)
</code></pre>
<h2 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-weight: 600;font-size: 24px;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;padding-bottom: 0.3em; border-bottom: 1px solid rgb(234, 236, 239);font-size: 1.5em;">3. DeepSeek-R1 代码开发与调试</h2>
<blockquote style="box-sizing: border-box;margin: 0px;margin-top: 0px; margin-bottom: 16px;padding: 0px 1em; color: rgb(106, 115, 125); border-left: 0.25em solid rgb(223, 226, 229);">
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;margin-top: 0px;margin-bottom: 0px;">我正在开发一个电商平台的后台管理系统，需要实现用户登录功能。请帮我生成用户登录功能的后端逻辑代码，包括密码加密、验证和登录状态设置等功能。</p>
</blockquote>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;">input_text = "我正在开发一个电商平台的后台管理系统，需要实现用户登录功能。请帮我生成用户登录功能的后端逻辑代码，包括密码加密、验证和登录状态设置等功能。"
result = predictor.predict(input_text)[0]
output = result.replace("&lt;think&gt;\n", "```\n").replace("&lt;/think&gt;\n", "```\n")
Markdown(output)
</code></pre>
<h2 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-weight: 600;font-size: 24px;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;padding-bottom: 0.3em; border-bottom: 1px solid rgb(234, 236, 239);font-size: 1.5em;">4. DeepSeek-R1 个性化学习计划生成</h2>
<blockquote style="box-sizing: border-box;margin: 0px;margin-top: 0px; margin-bottom: 16px;padding: 0px 1em; color: rgb(106, 115, 125); border-left: 0.25em solid rgb(223, 226, 229);">
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;margin-top: 0px;margin-bottom: 0px;">我是一名大学生，数学成绩较差。请基于我的学习进度和知识点掌握情况，为我生成一个个性化的数学学习计划，包括每日学习任务和复习计划。</p>
</blockquote>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;">input_text = "我是一名大学生，数学成绩较差。请基于我的学习进度和知识点掌握情况，为我生成一个个性化的数学学习计划，包括每日学习任务和复习计划。"
result = predictor.predict(input_text)[0]
output = result.replace("&lt;think&gt;\n", "```\n").replace("&lt;/think&gt;\n", "```\n")
Markdown(output)
</code></pre>
<h2 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-weight: 600;font-size: 24px;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;padding-bottom: 0.3em; border-bottom: 1px solid rgb(234, 236, 239);font-size: 1.5em;">5. DeepSeek-R1 艺术设计中的创意方案生成</h2>
<blockquote style="box-sizing: border-box;margin: 0px;margin-top: 0px; margin-bottom: 16px;padding: 0px 1em; color: rgb(106, 115, 125); border-left: 0.25em solid rgb(223, 226, 229);">
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;margin-top: 0px;margin-bottom: 0px;">我正在为一家科技公司设计一款新产品的宣传海报，需要体现产品的科技感和创新性。请帮我生成一个创意方案，包括色彩搭配、布局设计和文案内容。</p>
</blockquote>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;">input_text = "我正在为一家科技公司设计一款新产品的宣传海报，需要体现产品的科技感和创新性。请帮我生成一个创意方案，包括色彩搭配、布局设计和文案内容。"
result = predictor.predict(input_text)[0]
output = result.replace("&lt;think&gt;\n", "```\n").replace("&lt;/think&gt;\n", "```\n")
Markdown(output)
</code></pre>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-bottom: 0px !important;margin-top: 0px; margin-bottom: 16px;">请点击<a href="https://ai.baidu.com/docs#/AIStudio_Project_Notebook/a38e5576" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">此处</a>查看本环境基本用法. &lt;br&gt;<br style="box-sizing: border-box;">
Please click <a href="https://ai.baidu.com/docs#/AIStudio_Project_Notebook/a38e5576" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">here </a> for more detailed instructions.</p>
</article></description>
<link>https://aistudio.baidu.com/projectdetail/8775758</link>
<guid isPermaLink="false">https://aistudio.baidu.com/projectdetail/8775758</guid>
<pubDate>Mon, 17 Feb 2025 15:52:03 GMT</pubDate>
</item>
<item>
<title>【Tutorial】DeepSeek-R1实战指南：从部署到RAG Agent</title>
<description><article class="markdown-body" style="text-size-adjust: 100%; color: rgb(36, 41, 46); font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Helvetica, Arial, sans-serif, &quot;Apple Color Emoji&quot;, &quot;Segoe UI Emoji&quot;; font-size: 16px; line-height: 1.5; overflow-wrap: break-word;box-sizing: border-box; min-width: 200px; max-width: 980px; margin: 0px auto; padding: 45px;"> <h2 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-weight: 600;font-size: 24px;margin-top: 0px !important;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;padding-bottom: 0.3em; border-bottom: 1px solid rgb(234, 236, 239);font-size: 1.5em;">一、项目简介</h2>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">好消息，星河社区可以免费部署DeepSeek-R1蒸馏模型了！</p>
<ul style="box-sizing: border-box;padding-left: 0px; margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;padding-left: 2em;">
<li style="box-sizing: border-box;">点击<a href="https://aistudio.baidu.com/blog/detail/32" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">Deepseek全系列免费！满血版免费调用！蒸馏版免费不限时部署</a>前往详细教程页面：<a href="https://aistudio.baidu.com/blog/detail/32" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">https://aistudio.baidu.com/blog/detail/32</a></li>
<li style="box-sizing: border-box;margin-top: 0.25em;">模型部署页面：<a href="https://aistudio.baidu.com/deploy/mine" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">https://aistudio.baidu.com/deploy/mine</a></li>
</ul>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;"><img src="https://ai-studio-static-online.cdn.bcebos.com/c0555e936ee1460c9c24f9836d5819f55fce386f9d3241a49c04ba6d93e59a4e" alt="" style="border-style: none;box-sizing: border-box;max-width: 100%; box-sizing: initial; background-color: rgb(255, 255, 255);" referrerpolicy="no-referrer"></p>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">Ollama理论上不刚需显存，只需要有足够的内存（RAM），基础版环境刚好卡到门槛，但是为了优化使用体验，建议通过<strong style="font-weight: bolder;box-sizing: border-box;font-weight: 600;">V100 16GB</strong>启动项目，而且<strong style="font-weight: bolder;box-sizing: border-box;font-weight: 600;">每日运行项目就送8算力点!!!</strong></p>
<blockquote style="box-sizing: border-box;margin: 0px;margin-top: 0px; margin-bottom: 16px;padding: 0px 1em; color: rgb(106, 115, 125); border-left: 0.25em solid rgb(223, 226, 229);">
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;margin-top: 0px;">关于Ollama对内存的要求：<br style="box-sizing: border-box;">
You should have at least 8 GB of RAM available to run the 7B models, 16 GB to run the 13B models, and 32 GB to run the 33B models.</p>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;margin-bottom: 0px;">翻译：7B 模型最少要 8GB 内存，13B 模型最少要 16GB 内存，33B 模型最少要 32GB内存。</p>
</blockquote>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;"><img src="https://ai-studio-static-online.cdn.bcebos.com/69aed71c8b2b440281275496fb0a3f3711dee2f7a8654d7eb7bddcc78a916c1b" alt="" style="border-style: none;box-sizing: border-box;max-width: 100%; box-sizing: initial; background-color: rgb(255, 255, 255);" referrerpolicy="no-referrer"></p>
<blockquote style="box-sizing: border-box;margin: 0px;margin-top: 0px; margin-bottom: 16px;padding: 0px 1em; color: rgb(106, 115, 125); border-left: 0.25em solid rgb(223, 226, 229);">
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;margin-top: 0px;">2024 年，LLM见证了越来越多的专业化。除了预训练和微调之外，我们还见证了从 RAG 到代码助手的专用应用兴起。我预计这一趋势将在 2025 年加速，对领域和应用特定优化（即“专业化”）的重视程度将更高。</p>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;margin-bottom: 0px;">来自 Sebastian Raschka，一名机器学习和人工智能研究人员，在该领域拥有十多年的经验。他非常热衷于解释复杂的技术概念和“从人工智能中夺走魔力”。</p>
</blockquote>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">时隔不到一个月，DeepSeek又一次震动全球AI圈。</p>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">去年12月，DeepSeek推出的DeepSeek-V3在全球AI领域掀起了巨大的波澜，它以极低的训练成本，实现了与GPT-4o和Claude Sonnet 3.5等顶尖大模型相平美的性能。</p>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">和上次不同的是，这次推出的新模型DeepSeek-R1不仅成本低，在推理能力上更是有了大幅提升，最致命的是，它是一个开源模型。</p>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">本文不去过多关注DeepSeek-R1的涌现能力和推理能力，以及DeepSeek团队构建和改进推理模型的4种主要方法：1）推理时间扩展，2）纯强化学习（only RL），3）监督微调+强化学习（SFT+RL），4）纯监督微调+蒸馏（SFT+Distil），感兴趣兴趣的同学可以自行查阅相关文章。</p>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">DeepSeek-R1的卓越表现自然引来了不少想玩玩的同学，那么本项目就能带你踏入DeepSeek-R1。本项目一共包含4个核心章节，每个章节是循序渐进的关系，通过本项目，你可以完成如下内容。</p>
<ol style="box-sizing: border-box;padding-left: 0px; margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;padding-left: 2em;">
<li style="box-sizing: border-box;">通过Ollama本地部署属于你自己的大模型。</li>
<li style="box-sizing: border-box;margin-top: 0.25em;">通过OpenAI库调用<code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;">1.</code>中部署的大模型。</li>
<li style="box-sizing: border-box;margin-top: 0.25em;">为<code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;">1.</code>中的大模型接入可视化界面。</li>
<li style="box-sizing: border-box;margin-top: 0.25em;">RAG + Agent实战，通过Ollama+LllamaIndex构建一个RAG Agent。</li>
</ol>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">那么，马上开始！## 二、Ollama 快速部署大模型</p>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">先来记录一些 <code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;">Ollama</code> 相关的快链：</p>
<ul style="box-sizing: border-box;padding-left: 0px; margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;padding-left: 2em;">
<li style="box-sizing: border-box;">官网地址： <a href="https://ollama.com/" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">https://ollama.com/</a></li>
<li style="box-sizing: border-box;margin-top: 0.25em;">模型仓库： <a href="https://ollama.com/library" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">https://ollama.com/library</a></li>
<li style="box-sizing: border-box;margin-top: 0.25em;">项目地址：<a href="https://github.com/ollama/ollama/" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">https://github.com/ollama/ollama/</a></li>
</ul>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">一句话介绍<code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;">Ollama</code> ：<code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;">Ollama</code>是一个基于 <code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;">Go</code> 语言开发的简单易用的本地大语言模型运行框架。</p>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">更多信息可以参考这篇博文：<a href="https://wiki.eryajf.net/pages/97047e/" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">带你认识本地大语言模型框架Ollama(可直接上手)</a>项目提供的是<code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;">deepseek-r1</code>的7B的<code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;">Q4_K_M</code>的量化版本，大家可以根据需要自行更换参数量。</p>
<ul style="box-sizing: border-box;padding-left: 0px; margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;padding-left: 2em;">
<li style="box-sizing: border-box;"><code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;">deepseek-r1</code>在<code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;">ollama</code>上的位置：<a href="https://ollama.com/library/deepseek-r1" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">https://ollama.com/library/deepseek-r1</a></li>
<li style="box-sizing: border-box;margin-top: 0.25em;"><code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;">ollama</code> 的中文文档:<a href="https://ollama.readthedocs.io/quickstart/" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">https://ollama.readthedocs.io/quickstart/</a></li>
</ul>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;"><img src="https://ai-studio-static-online.cdn.bcebos.com/77206a3b1de641ba9b5f9a4fd73e5776520031011ab44ccdb7518ab36a9bbc5c" alt="" style="border-style: none;box-sizing: border-box;max-width: 100%; box-sizing: initial; background-color: rgb(255, 255, 255);" referrerpolicy="no-referrer"></p>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">首先解压环境。</p>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">注：只要不删除 <code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;">ollama</code> 文件夹，环境将自动持久化在本地。因此如下代码只需要执行一次。</p>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;"># 解压环境
!mkdir ollama
!tar -C ollama -zxvf data/data315295/ollama-linux-amd64.tgz
!tar -zxvf data/data315295/ollama-models.tar.gz
# 将模型移动到ollama存放模型的默认位置
!mv models .ollama
</code></pre>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;"># 查看已有模型
!ollama/bin/ollama ls
</code></pre>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;"><strong style="font-weight: bolder;box-sizing: border-box;font-weight: 600;">1.启动Ollama</strong></p>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">每次进入项目，都需要启动<code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;">ollama</code>服务。</p>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">复制命令到终端中执行。</p>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code class="language-bash" style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;">ollama/bin/ollama serve
</code></pre>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">有如下输出就是启动成功了。图中显示监听端口为11434，这是<code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;">ollama</code>的默认端口。</p>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;"><img src="https://ai-studio-static-online.cdn.bcebos.com/ff925b28795e47dca86a128dc64c1345e95c64da87a6487b82a6f993e889129d" alt="" style="border-style: none;box-sizing: border-box;max-width: 100%; box-sizing: initial; background-color: rgb(255, 255, 255);" referrerpolicy="no-referrer"></p>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;"><strong style="font-weight: bolder;box-sizing: border-box;font-weight: 600;">2.部署模型</strong></p>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">在新终端中运行模型。</p>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code class="language-bash" style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;">ollama/bin/ollama run deepseek-r1
</code></pre>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">一个小测试。</p>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;"><img src="https://ai-studio-static-online.cdn.bcebos.com/2d886139066540fcbda75f105c121bcf43bb4015cdcd4ab19cafc9800b81263d" alt="" style="border-style: none;box-sizing: border-box;max-width: 100%; box-sizing: initial; background-color: rgb(255, 255, 255);" referrerpolicy="no-referrer"></p>
<h2 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-weight: 600;font-size: 24px;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;padding-bottom: 0.3em; border-bottom: 1px solid rgb(234, 236, 239);font-size: 1.5em;">三、通过 OpenAI 库调用 LLM</h2>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">OpenAI SDK 是 OpenAI 官方提供的开发工具包,用于方便地访问 OpenAI 的 REST API,实现自然语言处理（NLP）、文本生成、对话系统等功能。</p>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">前面已经通过Ollama 将deepseek模型已运行在 11434 端口,可以直接使用默认端口进行调用</p>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;">!pip3 install openai
</code></pre>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">配置OpenAI客户端。</p>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;">from openai import OpenAI
# 配置 OpenAI SDK
client = OpenAI(
base_url="http://localhost:11434/v1/", # Ollama 的 API 地址, 端口根据你的配置修改
api_key="ollama", # 固定为 "ollama"
)
</code></pre>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">列出当前支持的所有模型。</p>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;">client.models.list()
</code></pre>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">检索某模型。</p>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;">client.models.retrieve("deepseek-r1")
</code></pre>
<h3 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-size: 20px;font-weight: 600;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;font-size: 1.25em;">对话Chat</h3>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">最常用的调用方式，与大模型对话。</p>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;"># 调用模型进行对话
chat_completion = client.chat.completions.create(
model="deepseek-r1",
messages=[
{"role": "system", "content": "You are a helpful assistant."},
{"role": "user", "content": "介绍下人工智能、机器学习、深度学习及其三者的关系。"}
],
)
print(chat_completion.choices[0].message.content)
</code></pre>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;"><code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;">deepseek-r1</code> 的突出特点就是思考，输出内容自然包括思考过程。</p>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">可以使用正则表达式将思考过程提取出来，或者简单替换为空白内容。</p>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;">import re
def extract_think_content(text):
"""
从文本中提取“思考”的内容。
"""
pattern = r"&lt;think&gt;(.*?)&lt;/think&gt;"
matches = re.search(pattern, text, re.DOTALL)
if matches:
return matches.group(1).strip()
return None
text = chat_completion.choices[0].message.content
think_content = extract_think_content(text)
print(think_content)
</code></pre>
<h3 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-size: 20px;font-weight: 600;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;font-size: 1.25em;">补全Completion</h3>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">让大模型根据提示词生成文本内容，不具备交互性。</p>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;">completion = client.completions.create(
model="deepseek-r1",
prompt="Introduce machine learning."
)
print(completion.choices[0].text)
</code></pre>
<h3 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-size: 20px;font-weight: 600;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;font-size: 1.25em;">嵌入Embedding</h3>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;">embeddings = client.embeddings.create(
model="deepseek-r1",
input=["why is the sky blue?", ]
)
print(embeddings)
</code></pre>
<h3 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-size: 20px;font-weight: 600;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;font-size: 1.25em;">图片Images</h3>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;">response = client.chat.completions.create(
model="deepseek-r1",
messages=[
{
"role": "user",
"content": [
{"type": "text", "text": "What's in this image?"},
{
"type": "image_url",
"image_url": "data:image/png;base64,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",
},
],
}
],
max_tokens=300,
)
</code></pre>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;">response.choices[0].message.content
</code></pre>
<h2 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-weight: 600;font-size: 24px;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;padding-bottom: 0.3em; border-bottom: 1px solid rgb(234, 236, 239);font-size: 1.5em;">四、基于 WebUI 部署 Ollama 可视化界面</h2>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;"><code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;">ollama</code>自带控制台对话界面体验总归是不太好，接下来部署 Web 可视化聊天界面。一共有三步。</p>
<ol style="box-sizing: border-box;padding-left: 0px; margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;padding-left: 2em;">
<li style="box-sizing: border-box;">安装 Node.js 工具，这是可视化界面的实现工具。</li>
<li style="box-sizing: border-box;margin-top: 0.25em;">下载ollama-webui工程代码，然后安装依赖。</li>
<li style="box-sizing: border-box;margin-top: 0.25em;">启动可视化界面，推荐在终端中启动。<strong style="font-weight: bolder;box-sizing: border-box;font-weight: 600;">1.安装Node.js工具</strong></li>
</ol>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberat... |
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<lastBuildDate>Wed, 19 Feb 2025 05:31:26 GMT</lastBuildDate>
<ttl>5</ttl>
<item>
<title>文档图片去底纹</title>
<description><article class="markdown-body" style="text-size-adjust: 100%; color: rgb(36, 41, 46); font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Helvetica, Arial, sans-serif, &quot;Apple Color Emoji&quot;, &quot;Segoe UI Emoji&quot;; font-size: 16px; line-height: 1.5; overflow-wrap: break-word;box-sizing: border-box; min-width: 200px; max-width: 980px; margin: 0px auto; padding: 45px;"> <h3 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-size: 20px;font-weight: 600;margin-top: 0px !important;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;font-size: 1.25em;">文档图片去底纹 &gt; 自动识别并去除文档图片中的底纹，使图片更加清晰，便于阅读。 <img src="https://aistudio-llm-static-online.cdn.bcebos.com/0/787201/2023122615a7542ce33cf94876a845174e37005aba0c58b89a7a734691bb5144322bfe87d5" alt="" style="border-style: none;box-sizing: border-box;max-width: 100%; box-sizing: initial; background-color: rgb(255, 255, 255);" referrerpolicy="no-referrer"> ```yaml <a href="https://aip.baidubce.com/" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">https://aip.baidubce.com</a>: openapi: 3.0.1</h3>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">info:<br style="box-sizing: border-box;">
title: 文档图片去底纹<br style="box-sizing: border-box;">
description: 自动识别并去除文档图片中的底纹，使图片更加清晰，便于阅读。<br style="box-sizing: border-box;">
servers:</p>
<ul style="box-sizing: border-box;padding-left: 0px; margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;padding-left: 2em;">
<li style="box-sizing: border-box;">url: <a href="https://aip.baidubce.com/" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">https://aip.baidubce.com</a><br style="box-sizing: border-box;">
paths:<br style="box-sizing: border-box;">
/rest/2.0/image-process/v1/doc_repair:<br style="box-sizing: border-box;">
post:<br style="box-sizing: border-box;">
x-func-id: 7a85cfd8-903b-455d-a442-d448a47c1b44<br style="box-sizing: border-box;">
operationId: rm_doc_img_bkd<br style="box-sizing: border-box;">
summary: 文档图片去底纹<br style="box-sizing: border-box;">
description: 自动识别并去除文档图片中的底纹，使图片更加清晰，便于阅读。<br style="box-sizing: border-box;">
x-param-ignore: true<br style="box-sizing: border-box;">
x-headers-ignore: true<br style="box-sizing: border-box;">
parameters: []<br style="box-sizing: border-box;">
requestBody:<br style="box-sizing: border-box;">
x-body-ignore: true<br style="box-sizing: border-box;">
content:<br style="box-sizing: border-box;">
application/x-www-form-urlencoded:<br style="box-sizing: border-box;">
schema:<br style="box-sizing: border-box;">
$ref: "#/components/schemas/rm_doc_img_bkd"<br style="box-sizing: border-box;">
responses:<br style="box-sizing: border-box;">
"200":<br style="box-sizing: border-box;">
x-responses-ignore: true<br style="box-sizing: border-box;">
description: response success<br style="box-sizing: border-box;">
content:<br style="box-sizing: border-box;">
application/json:<br style="box-sizing: border-box;">
schema:<br style="box-sizing: border-box;">
$ref: "#/components/schemas/rm_doc_img_bkdResponse"<br style="box-sizing: border-box;">
x-response-type: form<br style="box-sizing: border-box;">
security:<br style="box-sizing: border-box;">
bce_access_token: []<br style="box-sizing: border-box;">
components:<br style="box-sizing: border-box;">
schemas:<br style="box-sizing: border-box;">
rm_doc_img_bkd:<br style="box-sizing: border-box;">
type: object<br style="box-sizing: border-box;">
required:<br style="box-sizing: border-box;">
- image<br style="box-sizing: border-box;">
properties:<br style="box-sizing: border-box;">
image:<br style="box-sizing: border-box;">
type: string<br style="box-sizing: border-box;">
x-form-type: byte<br style="box-sizing: border-box;">
format: byte<br style="box-sizing: border-box;">
title: 图像数据<br style="box-sizing: border-box;">
description: 待处理的图片，格式为file-xxxx, 不包括&lt;file&gt;&lt;/file&gt;<br style="box-sizing: border-box;">
default: null<br style="box-sizing: border-box;">
x-ebagent-file: true<br style="box-sizing: border-box;">
rm_doc_img_bkdResponse:<br style="box-sizing: border-box;">
type: object<br style="box-sizing: border-box;">
properties:<br style="box-sizing: border-box;">
result:<br style="box-sizing: border-box;">
type: string<br style="box-sizing: border-box;">
x-form-type: byte<br style="box-sizing: border-box;">
format: byte<br style="box-sizing: border-box;">
title: 图片<br style="box-sizing: border-box;">
description: 生成的图片，格式为file-xxxx, 不包括&lt;file&gt;&lt;/file&gt;<br style="box-sizing: border-box;">
default: null<br style="box-sizing: border-box;">
x-ebagent-file: true<br style="box-sizing: border-box;">
securitySchemes:<br style="box-sizing: border-box;">
bce_access_token:<br style="box-sizing: border-box;">
type: apiKey<br style="box-sizing: border-box;">
x-type: bce<br style="box-sizing: border-box;">
name: access_token<br style="box-sizing: border-box;">
in: query</li>
</ul>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-bottom: 0px !important;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code class="language-#" style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;">
## 接口描述
自动识别并去除文档图片中的底纹，使图片更加清晰，便于阅读。
## 请求说明
### 请求示例
**HTTP 方法: POST**
**请求URL:** [https://tool-rm-doc-img-bnd.aistudio-hub.baidu.com/rm_doc_img_bkd](https://tool-rm-doc-img-bnd.aistudio-hub.baidu.com/rm_doc_img_bkd)
**URL参数：**
| 参数 | 值 |
|---------------|------------------------------------------|
| access_token | 通过API Key和Secret Key获取的access_token, 参考“Access Token获取” |
**Header如下：**
| 参数 | 值 |
|---------------|--------------------------------------|
| Content-Type | application/x-www-form-urlencoded |
**Body中放置请求参数，参数详情如下：**
### 请求参数
| 参数 | 类型 | 是否必须 | 说明 |
|---------------|--------|----------|-----------------------------------------------------------------|
| image | string | 是 | 图像数据，base64编码字符串，大小不超过4M，最短边至少50px，最长边最大4096px，支持jpg/bmp/png格式。优先级：image &gt; url |
# 相关文档
https://cloud.baidu.com/doc/OCR/s/ykg9c09ji
</code></pre>
</article></description>
<link>https://aistudio.baidu.com/application/center/tool[object%20Object]</link>
<guid isPermaLink="false">https://aistudio.baidu.com/application/center/tool[object%20Object]</guid>
<pubDate>Wed, 19 Feb 2025 03:29:39 GMT</pubDate>
</item>
<item>
<title>线条小狗文生图</title>
<description><article class="markdown-body" style="text-size-adjust: 100%; color: rgb(36, 41, 46); font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Helvetica, Arial, sans-serif, &quot;Apple Color Emoji&quot;, &quot;Segoe UI Emoji&quot;; font-size: 16px; line-height: 1.5; overflow-wrap: break-word;box-sizing: border-box; min-width: 200px; max-width: 980px; margin: 0px auto; padding: 45px;"> <h3 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-size: 20px;font-weight: 600;margin-top: 0px !important;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;font-size: 1.25em;">线条小狗文生图 &gt; 用于生成快乐的线条小狗的文生图工具 <img src="https://aistudio-llm-static-online.cdn.bcebos.com/0/220109/2024041011fdeabfb77dca488b9bce98d8dd9f03255fd34a455291417fa9aefed103ae26aa" alt="" style="border-style: none;box-sizing: border-box;max-width: 100%; box-sizing: initial; background-color: rgb(255, 255, 255);" referrerpolicy="no-referrer"> ```yaml <a href="https://k773n4x384b5ecw3.aistudio-hub.baidu.com/" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">https://k773n4x384b5ecw3.aistudio-hub.baidu.com</a>: openapi: 3.0.1</h3>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">info:<br style="box-sizing: border-box;">
title: 线条小狗文生图<br style="box-sizing: border-box;">
description: 用于生成快乐的线条小狗的文生图工具<br style="box-sizing: border-box;">
servers:</p>
<ul style="box-sizing: border-box;padding-left: 0px; margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;padding-left: 2em;">
<li style="box-sizing: border-box;">url: <a href="https://k773n4x384b5ecw3.aistudio-hub.baidu.com/" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">https://k773n4x384b5ecw3.aistudio-hub.baidu.com</a><br style="box-sizing: border-box;">
paths:<br style="box-sizing: border-box;">
/image/generations:<br style="box-sizing: border-box;">
post:<br style="box-sizing: border-box;">
x-func-id: 0b81ef78-d60c-40db-9f69-6c1da517a263<br style="box-sizing: border-box;">
operationId: text2image<br style="box-sizing: border-box;">
summary: 生成线条小狗<br style="box-sizing: border-box;">
description: 用于根据描述生成线条小狗相关图片<br style="box-sizing: border-box;">
x-param-ignore: true<br style="box-sizing: border-box;">
x-headers-ignore: true<br style="box-sizing: border-box;">
parameters: []<br style="box-sizing: border-box;">
requestBody:<br style="box-sizing: border-box;">
x-body-ignore: true<br style="box-sizing: border-box;">
content:<br style="box-sizing: border-box;">
application/json:<br style="box-sizing: border-box;">
schema:<br style="box-sizing: border-box;">
$ref: "#/components/schemas/text2image"<br style="box-sizing: border-box;">
responses:<br style="box-sizing: border-box;">
"200":<br style="box-sizing: border-box;">
x-responses-ignore: true<br style="box-sizing: border-box;">
description: response success<br style="box-sizing: border-box;">
content:<br style="box-sizing: border-box;">
application/json:<br style="box-sizing: border-box;">
schema:<br style="box-sizing: border-box;">
$ref: "#/components/schemas/text2imageResponse"<br style="box-sizing: border-box;">
x-response-type: json-schema<br style="box-sizing: border-box;">
security:<br style="box-sizing: border-box;">
apiKey_Authorization: []<br style="box-sizing: border-box;">
components:<br style="box-sizing: border-box;">
schemas:<br style="box-sizing: border-box;">
text2image:<br style="box-sizing: border-box;">
type: object<br style="box-sizing: border-box;">
properties:<br style="box-sizing: border-box;">
prompt:<br style="box-sizing: border-box;">
type: string<br style="box-sizing: border-box;">
description: 描述生成什么样的线条小狗的文本描述。仅支持中文、日常标点符号<br style="box-sizing: border-box;">
text2imageResponse: {}<br style="box-sizing: border-box;">
securitySchemes:<br style="box-sizing: border-box;">
apiKey_Authorization:<br style="box-sizing: border-box;">
type: apiKey<br style="box-sizing: border-box;">
x-type: apiKey<br style="box-sizing: border-box;">
name: Authorization<br style="box-sizing: border-box;">
in: header</li>
</ul>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-bottom: 0px !important;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code class="language-#" style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;">
介绍该工具的主要功能及适用场景。
## 功能1的介绍
详细介绍工具中提供的功能及使用方式，包括但不限于：
- 功能名称
- 功能所需参数内容及要求
- 适用场景
- 使用示例
## 功能2的介绍
## 功能3的介绍
# 最佳实践
展示该工具的最佳实践，包括但不限于
- 工具中的功能最佳组合使用
- 完整示例，包括如果选择功能、填写参数、调用后的example结果
# 相关文档
提供该工具相关的文档链接，如工具是百度AI开放平台的OCR功能，则可直接提供对应的网页链接或简单文档。
</code></pre>
</article></description>
<link>https://aistudio.baidu.com/application/center/tool[object%20Object]</link>
<guid isPermaLink="false">https://aistudio.baidu.com/application/center/tool[object%20Object]</guid>
<pubDate>Tue, 18 Feb 2025 21:56:47 GMT</pubDate>
</item>
<item>
<title>水科学研究助手</title>
<description><article class="markdown-body" style="text-size-adjust: 100%; color: rgb(36, 41, 46); font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Helvetica, Arial, sans-serif, &quot;Apple Color Emoji&quot;, &quot;Segoe UI Emoji&quot;; font-size: 16px; line-height: 1.5; overflow-wrap: break-word;box-sizing: border-box; min-width: 200px; max-width: 980px; margin: 0px auto; padding: 45px;"> <h3 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-size: 20px;font-weight: 600;margin-top: 0px !important;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;font-size: 1.25em;">水科学研究助手 &gt; 根据与水科学领域相关的SCI文献数据库，提供文献查询、专业知识问答、总结、研究背景（英文引言）撰写等功能 <img src="https://aistudio-llm-static-online.cdn.bcebos.com/0/641737/202404021865ee6278495643e6b9c600136d6185a6b142c8e2843e440491fba663bcc1bedd" alt="" style="border-style: none;box-sizing: border-box;max-width: 100%; box-sizing: initial; background-color: rgb(255, 255, 255);" referrerpolicy="no-referrer"> ```yaml <a href="http://api.waterscholar.com/" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">http://api.waterscholar.com</a>: openapi: 3.0.1</h3>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">info:<br style="box-sizing: border-box;">
title: 水科学研究助手<br style="box-sizing: border-box;">
description: 根据与水科学领域相关的SCI文献数据库，提供文献查询、专业知识问答、总结、研究背景（英文引言）撰写等功能<br style="box-sizing: border-box;">
servers:</p>
<ul style="box-sizing: border-box;padding-left: 0px; margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;padding-left: 2em;">
<li style="box-sizing: border-box;">url: <a href="http://api.waterscholar.com/" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">http://api.waterscholar.com</a><br style="box-sizing: border-box;">
paths:<br style="box-sizing: border-box;">
/v2/api/v1/waterEnvironment/getLiterature:<br style="box-sizing: border-box;">
post:<br style="box-sizing: border-box;">
x-func-id: c8e7c815-33d1-4179-8a3f-be0f3f86fa54<br style="box-sizing: border-box;">
operationId: getLiterature<br style="box-sizing: border-box;">
summary: 查询水相关领域文献<br style="box-sizing: border-box;">
description: 查询水相关领域文献<br style="box-sizing: border-box;">
x-param-ignore: true<br style="box-sizing: border-box;">
x-headers-ignore: true<br style="box-sizing: border-box;">
parameters: []<br style="box-sizing: border-box;">
requestBody:<br style="box-sizing: border-box;">
x-body-ignore: true<br style="box-sizing: border-box;">
content:<br style="box-sizing: border-box;">
application/json:<br style="box-sizing: border-box;">
schema:<br style="box-sizing: border-box;">
$ref: "#/components/schemas/getLiterature"<br style="box-sizing: border-box;">
responses:<br style="box-sizing: border-box;">
"200":<br style="box-sizing: border-box;">
x-responses-ignore: true<br style="box-sizing: border-box;">
description: response success<br style="box-sizing: border-box;">
content:<br style="box-sizing: border-box;">
application/json:<br style="box-sizing: border-box;">
schema:<br style="box-sizing: border-box;">
$ref: "#/components/schemas/getLiteratureResponse"<br style="box-sizing: border-box;">
x-response-type: json-schema<br style="box-sizing: border-box;">
security:<br style="box-sizing: border-box;">
bearerToken_bearerToken: []<br style="box-sizing: border-box;">
/v2/api/v1/waterEnvironment/writeIntroduction:<br style="box-sizing: border-box;">
post:<br style="box-sizing: border-box;">
x-func-id: 457c0bb7-5dac-40b0-b986-c8a1b355b945<br style="box-sizing: border-box;">
operationId: writeIntroduct<br style="box-sizing: border-box;">
summary: 围绕关键词撰写引言<br style="box-sizing: border-box;">
description: 围绕关键词撰写引言<br style="box-sizing: border-box;">
x-param-ignore: true<br style="box-sizing: border-box;">
x-headers-ignore: true<br style="box-sizing: border-box;">
parameters: []<br style="box-sizing: border-box;">
requestBody:<br style="box-sizing: border-box;">
x-body-ignore: true<br style="box-sizing: border-box;">
content:<br style="box-sizing: border-box;">
application/json:<br style="box-sizing: border-box;">
schema:<br style="box-sizing: border-box;">
$ref: "#/components/schemas/writeIntroduct"<br style="box-sizing: border-box;">
responses:<br style="box-sizing: border-box;">
"200":<br style="box-sizing: border-box;">
x-responses-ignore: true<br style="box-sizing: border-box;">
description: response success<br style="box-sizing: border-box;">
content:<br style="box-sizing: border-box;">
application/json:<br style="box-sizing: border-box;">
schema:<br style="box-sizing: border-box;">
$ref: "#/components/schemas/writeIntroductResponse"<br style="box-sizing: border-box;">
x-response-type: json-schema<br style="box-sizing: border-box;">
security:<br style="box-sizing: border-box;">
bearerToken_bearerToken: []<br style="box-sizing: border-box;">
/v2/api/v1/waterEnvironment/writeSummary:<br style="box-sizing: border-box;">
post:<br style="box-sizing: border-box;">
x-func-id: fc5c8dd3-c074-4d66-84a9-422c0005a64c<br style="box-sizing: border-box;">
operationId: writeSummary<br style="box-sizing: border-box;">
summary: 总结概括简化内容<br style="box-sizing: border-box;">
description: 总结概括简化内容<br style="box-sizing: border-box;">
x-param-ignore: true<br style="box-sizing: border-box;">
x-headers-ignore: true<br style="box-sizing: border-box;">
parameters: []<br style="box-sizing: border-box;">
requestBody:<br style="box-sizing: border-box;">
x-body-ignore: true<br style="box-sizing: border-box;">
content:<br style="box-sizing: border-box;">
application/json:<br style="box-sizing: border-box;">
schema:<br style="box-sizing: border-box;">
$ref: "#/components/schemas/writeSummary"<br style="box-sizing: border-box;">
responses:<br style="box-sizing: border-box;">
"200":<br style="box-sizing: border-box;">
x-responses-ignore: true<br style="box-sizing: border-box;">
description: response success<br style="box-sizing: border-box;">
content:<br style="box-sizing: border-box;">
application/json:<br style="box-sizing: border-box;">
schema:<br style="box-sizing: border-box;">
$ref: "#/components/schemas/writeSummaryResponse"<br style="box-sizing: border-box;">
x-response-type: json-schema<br style="box-sizing: border-box;">
security:<br style="box-sizing: border-box;">
bearerToken_bearerToken: []<br style="box-sizing: border-box;">
/v2/api/v1/waterEnvironment/questionAnswering:<br style="box-sizing: border-box;">
post:<br style="box-sizing: border-box;">
x-func-id: df033003-f124-45db-8e07-d4cc1ddb1f05<br style="box-sizing: border-box;">
operationId: questionAnswer<br style="box-sizing: border-box;">
summary: 根据文献回答问题<br style="box-sizing: border-box;">
description: 根据文献回答问题<br style="box-sizing: border-box;">
x-param-ignore: true<br style="box-sizing: border-box;">
x-headers-ignore: true<br style="box-sizing: border-box;">
parameters: []<br style="box-sizing: border-box;">
requestBody:<br style="box-sizing: border-box;">
x-body-ignore: true<br style="box-sizing: border-box;">
content:<br style="box-sizing: border-box;">
application/json:<br style="box-sizing: border-box;">
schema:<br style="box-sizing: border-box;">
$ref: "#/components/schemas/questionAnswer"<br style="box-sizing: border-box;">
responses:<br style="box-sizing: border-box;">
"200":<br style="box-sizing: border-box;">
x-responses-ignore: true<br style="box-sizing: border-box;">
description: response success<br style="box-sizing: border-box;">
content:<br style="box-sizing: border-box;">
application/json:<br style="box-sizing: border-box;">
schema:<br style="box-sizing: border-box;">
$ref: "#/components/schemas/questionAnswerResponse"<br style="box-sizing: border-box;">
x-response-type: json-schema<br style="box-sizing: border-box;">
security:<br style="box-sizing: border-box;">
bearerToken_bearerToken: []<br style="box-sizing: border-box;">
components:<br style="box-sizing: border-box;">
schemas:<br style="box-sizing: border-box;">
getLiterature:<br style="box-sizing: border-box;">
type: object<br style="box-sizing: border-box;">
required:<br style="box-sizing: border-box;">
- title<br style="box-sizing: border-box;">
properties:<br style="box-sizing: border-box;">
title:<br style="box-sizing: border-box;">
type: string<br style="box-sizing: border-box;">
description: 获取文献的关键词<br style="box-sizing: border-box;">
getLiteratureResponse:<br style="box-sizing: border-box;">
type: object<br style="box-sizing: border-box;">
required:<br style="box-sizing: border-box;">
- literature<br style="box-sizing: border-box;">
properties:<br style="box-sizing: border-box;">
literature:<br style="box-sizing: border-box;">
type: array<br style="box-sizing: border-box;">
items:<br style="box-sizing: border-box;">
type: string<br style="box-sizing: border-box;">
description: 返回关键词相关的文献列表<br style="box-sizing: border-box;">
writeIntroduct:<br style="box-sizing: border-box;">
type: object<br style="box-sizing: border-box;">
required:<br style="box-sizing: border-box;">
- title<br style="box-sizing: border-box;">
properties:<br style="box-sizing: border-box;">
title:<br style="box-sizing: border-box;">
type: string<br style="box-sizing: border-box;">
description: 获取关键词<br style="box-sizing: border-box;">
writeIntroductResponse:<br style="box-sizing: border-box;">
type: object<br style="box-sizing: border-box;">
required:<br style="box-sizing: border-box;">
- message<br style="box-sizing: border-box;">
properties:<br style="box-sizing: border-box;">
message:<br style="box-sizing: border-box;">
type: string<br style="box-sizing: border-box;">
description: 回复信息<br style="box-sizing: border-box;">
writeSummary:<br style="box-sizing: border-box;">
type: object<br style="box-sizing: border-box;">
required:<br style="box-sizing: border-box;">
- title<br style="box-sizing: border-box;">
properties:<br style="box-sizing: border-box;">
title:<br style="box-sizing: border-box;">
type: string<br style="box-sizing: border-box;">
description: 获取参考文档的内容<br style="box-sizing: border-box;">
writeSummaryResponse:<br style="box-sizing: border-box;">
type: object<br style="box-sizing: border-box;">
required:<br style="box-sizing: border-box;">
- message<br style="box-sizing: border-box;">
properties:<br style="box-sizing: border-box;">
message:<br style="box-sizing: border-box;">
type: string<br style="box-sizing: border-box;">
description: 回复信息<br style="box-sizing: border-box;">
questionAnswer:<br style="box-sizing: border-box;">
type: object<br style="box-sizing: border-box;">
required:<br style="box-sizing: border-box;">
- title<br style="box-sizing: border-box;">
properties:<br style="box-sizing: border-box;">
title:<br style="box-sizing: border-box;">
type: string<br style="box-sizing: border-box;">
description: 获取要回答的问题<br style="box-sizing: border-box;">
questionAnswerResponse:<br style="box-sizing: border-box;">
type: object<br style="box-sizing: border-box;">
required:<br style="box-sizing: border-box;">
- message<br style="box-sizing: border-box;">
properties:<br style="box-sizing: border-box;">
message:<br style="box-sizing: border-box;">
type: string<br style="box-sizing: border-box;">
description: 回复信息<br style="box-sizing: border-box;">
securitySchemes:<br style="box-sizing: border-box;">
bearerToken_bearerToken:<br style="box-sizing: border-box;">
type: apiKey<br style="box-sizing: border-box;">
x-type: bearerToken<br style="box-sizing: border-box;">
name: bearerToken<br style="box-sizing: border-box;">
in: header</li>
</ul>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-bottom: 0px !important;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code class="language-#" style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;">
水环境研究领域需要研究人员深入挖掘和整理大量的科研文献，以获取前沿信息、开展综合分析、探索解决方案。而水领域庞大知识库已难以通过人工实现文献的高效筛选、对比与总结，科学研究的方式亟需拓展，尤其是文献综述、引用管理、专业知识学习以及科研辅助。WaterScholar是一款基于AI Studio的免费水科学研究助手应用，主要功能为**查询水相关领域文献、围绕关键词撰写引言、总结概括简化内容、根据文献回答问题**等。希望能为任何对水环境领域科研文献感兴趣的用户提供帮助，包括学者、学生、工程师等。
## 功能1：查询水相关领域文献
- 功能描述: 根据提供的关键词信息在数据库中检索相关的文献信息，并生成相应的文本文件。
- 返回结果: 返回查询到的文献内容、下载链接和提示信息。
## 功能2：围绕关键词撰写引言
- 功能描述: 根据传入的关键词撰写水环境领域的英文引言，引言长度在800-1200词之间，内容包括研究问题的重要性、相关研究进展、存在的问题或不足、以及将要开展的研究内容。
- 返回结果: 返回撰写好的英文引言内容和提示信息。
## 功能3：总结概括简化内容
- 功能描述: 根据传入的文献摘要内容进行总结，并去除无关信息，返回简要介绍。
- 返回结果: 返回总结后的文献摘要内容和提示信息。
## 功能4：根据文献回答问题
- 功能描述: 根据文档内容回答提供的问题。
- 返回结果: 返回根据文档内容回答问题的结果和提示信息。
# 相关文档
详细介绍请前往[WaterScholar官网](https://www.waterscholar.com/) （https://www.waterscholar.com/）。
</code></pre>
</article></description>
<link>https://aistudio.baidu.com/application/center/tool[object%20Object]</link>
<guid isPermaLink="false">https://aistudio.baidu.com/application/center/tool[object%20Object]</guid>
<pubDate>Tue, 11 Feb 2025 10:03:44 GMT</pubDate>
</item>
<item>
<title>天气预报</title>
<description><article class="markdown-body" style="text-size-adjust: 100%; color: rgb(36, 41, 46); font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Helvetica, Arial, sans-serif, &quot;Apple Color Emoji&quot;, &quot;Segoe UI Emoji&quot;; font-size: 16px; line-height: 1.5; overflow-wrap: break-word;box-sizing: border-box; min-width: 200px; max-width: 980px; margin: 0px auto; padding: 45px;"> <h3 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-size: 20px;font-weight: 600;margin-top: 0px !important;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;font-size: 1.25em;">天气预报 &gt; 小米粥系列之天气预报 <img src="https://aistudio-llm-static-online.cdn.bcebos.com/0/2896820/20231228140fb501f0ece74f0685d3b5d1ef08568728be43aeb2704939861778c34fb5376e" alt="" style="border-style: none;box-sizing: border-box;max-width: 100%; box-sizing: initial; background-color: rgb(255, 255, 255);" referrerpolicy="no-referrer"> ```yaml <a href="https://aiplugin.mizhoubaobei.top/" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">https://aiplugin.mizhoubaobei.top</a>: openapi: 3.0.1</h3>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">info:<br style="box-sizing: border-box;">
title: 天气预报<br style="box-sizing: border-box;">
description: 小米粥系列之天气预报<br style="box-sizing: border-box;">
servers:</p>
<ul style="box-sizing: border-box;padding-left: 0px; margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;padding-left: 2em;">
<li style="box-sizing: border-box;">url: <a href="https://aiplugin.mizhoubaobei.top/" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">https://aiplugin.mizhoubaobei.top</a><br style="box-sizing: border-box;">
paths:<br style="box-sizing: border-box;">
/weather:<br style="box-sizing: border-box;">
get:<br style="box-sizing: border-box;">
x-func-id: 4297f484-93c3-4668-a798-fb954b6f5ac1<br style="box-sizing: border-box;">
operationId: horoscope<br style="box-sizing: border-box;">
summary: 天气预报<br style="box-sizing: border-box;">
description: 天气预报接口<br style="box-sizing: border-box;">
x-param-ignore: true<br style="box-sizing: border-box;">
x-headers-ignore: true<br style="box-sizing: border-box;">
parameters:<br style="box-sizing: border-box;">
- name: 查询的城市<br style="box-sizing: border-box;">
key: city<br style="box-sizing: border-box;">
in: query<br style="box-sizing: border-box;">
description: 需要查询天气的城市<br style="box-sizing: border-box;">
required: true<br style="box-sizing: border-box;">
schema:<br style="box-sizing: border-box;">
type: string<br style="box-sizing: border-box;">
x-form-type: string<br style="box-sizing: border-box;">
default: null<br style="box-sizing: border-box;">
requestBody:<br style="box-sizing: border-box;">
x-body-ignore: true<br style="box-sizing: border-box;">
content:<br style="box-sizing: border-box;">
multipart/form-data:<br style="box-sizing: border-box;">
schema:<br style="box-sizing: border-box;">
$ref: "#/components/schemas/horoscope"<br style="box-sizing: border-box;">
responses:<br style="box-sizing: border-box;">
"200":<br style="box-sizing: border-box;">
x-responses-ignore: true<br style="box-sizing: border-box;">
description: response success<br style="box-sizing: border-box;">
content:<br style="box-sizing: border-box;">
application/json:<br style="box-sizing: border-box;">
schema:<br style="box-sizing: border-box;">
$ref: "#/components/schemas/horoscopeResponse"<br style="box-sizing: border-box;">
x-response-type: json-schema<br style="box-sizing: border-box;">
security: {}<br style="box-sizing: border-box;">
components:<br style="box-sizing: border-box;">
schemas:<br style="box-sizing: border-box;">
horoscope:<br style="box-sizing: border-box;">
type: object<br style="box-sizing: border-box;">
properties: {}<br style="box-sizing: border-box;">
horoscopeResponse:<br style="box-sizing: border-box;">
code: 200<br style="box-sizing: border-box;">
msg: 数据请求成功<br style="box-sizing: border-box;">
data:<br style="box-sizing: border-box;">
city: 浦东新区<br style="box-sizing: border-box;">
data:<br style="box-sizing: border-box;">
- date: 周三<br style="box-sizing: border-box;">
temperature: 3-15℃<br style="box-sizing: border-box;">
weather: 晴<br style="box-sizing: border-box;">
wind: 北风2级<br style="box-sizing: border-box;">
air_quality: 良<br style="box-sizing: border-box;">
- date: 周四<br style="box-sizing: border-box;">
temperature: 4-13℃<br style="box-sizing: border-box;">
weather: 多云<br style="box-sizing: border-box;">
wind: 北风1级<br style="box-sizing: border-box;">
air_quality: 轻度<br style="box-sizing: border-box;">
- date: 周五<br style="box-sizing: border-box;">
temperature: 6-14℃<br style="box-sizing: border-box;">
weather: 晴<br style="box-sizing: border-box;">
wind: 北风1级<br style="box-sizing: border-box;">
air_quality: 良<br style="box-sizing: border-box;">
- date: 周六<br style="box-sizing: border-box;">
temperature: 4-15℃<br style="box-sizing: border-box;">
weather: 小雨<br style="box-sizing: border-box;">
wind: 北风1级<br style="box-sizing: border-box;">
air_quality: 良<br style="box-sizing: border-box;">
- date: 周日<br style="box-sizing: border-box;">
temperature: 4-11℃<br style="box-sizing: border-box;">
weather: 多云<br style="box-sizing: border-box;">
wind: 北风3级<br style="box-sizing: border-box;">
air_quality: 良<br style="box-sizing: border-box;">
- date: 周一<br style="box-sizing: border-box;">
temperature: 3-12℃<br style="box-sizing: border-box;">
weather: 阴<br style="box-sizing: border-box;">
wind: 北风1级<br style="box-sizing: border-box;">
air_quality: 良<br style="box-sizing: border-box;">
securitySchemes: {}</li>
</ul>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-bottom: 0px !important;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code class="language-#" style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;">
本工具为一个查询天气预报的工具
## 功能介绍
- 参数city为需要查询的城市的名称
- 该工具必须传入一个城市的名称作为查询参数
- 使用查询国内各个城市的天气
- 使用示例暂无
# 相关文档
该具体文档请前往https://api.mizhoubaobei.top/horoscope 进行查看
</code></pre>
</article></description>
<link>https://aistudio.baidu.com/application/center/tool[object%20Object]</link>
<guid isPermaLink="false">https://aistudio.baidu.com/application/center/tool[object%20Object]</guid>
<pubDate>Mon, 10 Feb 2025 10:53:08 GMT</pubDate>
</item>
<item>
<title>文生图</title>
<description><article class="markdown-body" style="text-size-adjust: 100%; color: rgb(36, 41, 46); font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Helvetica, Arial, sans-serif, &quot;Apple Color Emoji&quot;, &quot;Segoe UI Emoji&quot;; font-size: 16px; line-height: 1.5; overflow-wrap: break-word;box-sizing: border-box; min-width: 200px; max-width: 980px; margin: 0px auto; padding: 45px;"> <h3 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-size: 20px;font-weight: 600;margin-top: 0px !important;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;font-size: 1.25em;">文生图 &gt; 文生图工具，通过输入关键词生成图像，进行AI绘画/作画。用户提供一个关键词，返回一个图像列表。每个图像以字节数组形式呈现，格式为PNG。这个工具可用于快速生成多个图像，满足用户的不同需求。 <img src="https://aistudio-fe-online.cdn.bcebos.com/aistudio/config/tool/create/default-icon-1.jpg" alt="" style="border-style: none;box-sizing: border-box;max-width: 100%; box-sizing: initial; background-color: rgb(255, 255, 255);" referrerpolicy="no-referrer"> ```yaml <a href="http://lora-stable-diffusion-xl.prod.lm-app.bj-custom.gateway.aistudio.internal:8080/" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">http://lora-stable-diffusion-xl.prod.lm-app.bj-custom.gateway.aistudio.internal:8080</a>: openapi: 3.0.1</h3>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">info:<br style="box-sizing: border-box;">
title: 文生图<br style="box-sizing: border-box;">
description: 文生图工具，通过输入关键词生成图像，进行AI绘画/作画。用户提供一个关键词，返回一个图像列表。每个图像以字节数组形式呈现，格式为PNG。这个工具可用于快速生成多个图像，满足用户的不同需求。<br style="box-sizing: border-box;">
version: v1.0<br style="box-sizing: border-box;">
servers:</p>
<ul style="box-sizing: border-box;padding-left: 0px; margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;padding-left: 2em;">
<li style="box-sizing: border-box;">url: <a href="http://lora-stable-diffusion-xl.prod.lm-app.bj-custom.gateway.aistudio.internal:8080/" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">http://lora-stable-diffusion-xl.prod.lm-app.bj-custom.gateway.aistudio.internal:8080</a><br style="box-sizing: border-box;">
paths:<br style="box-sizing: border-box;">
/stablediffusion:<br style="box-sizing: border-box;">
post:<br style="box-sizing: border-box;">
x-func-id: d19e00cf-180d-46fc-982f-edae1fb07a97<br style="box-sizing: border-box;">
operationId: text_to_img<br style="box-sizing: border-box;">
summary: 文生图<br style="box-sizing: border-box;">
description: 该功能可基于用户提供的关键词进行AI绘画/作画，快速生成多个图像，满足用户的不同需求。<br style="box-sizing: border-box;">
x-param-ignore: true<br style="box-sizing: border-box;">
x-headers-ignore: true<br style="box-sizing: border-box;">
parameters: []<br style="box-sizing: border-box;">
requestBody:<br style="box-sizing: border-box;">
x-body-ignore: true<br style="box-sizing: border-box;">
content:<br style="box-sizing: border-box;">
application/json:<br style="box-sizing: border-box;">
schema:<br style="box-sizing: border-box;">
$ref: "#/components/schemas/text_to_img"<br style="box-sizing: border-box;">
responses:<br style="box-sizing: border-box;">
"200":<br style="box-sizing: border-box;">
x-responses-ignore: true<br style="box-sizing: border-box;">
description: response success<br style="box-sizing: border-box;">
content:<br style="box-sizing: border-box;">
application/json:<br style="box-sizing: border-box;">
schema:<br style="box-sizing: border-box;">
$ref: "#/components/schemas/text_to_imgResponse"<br style="box-sizing: border-box;">
x-response-type: json-schema<br style="box-sizing: border-box;">
security: {}<br style="box-sizing: border-box;">
components:<br style="box-sizing: border-box;">
schemas:<br style="box-sizing: border-box;">
text_to_img:<br style="box-sizing: border-box;">
type: object<br style="box-sizing: border-box;">
properties:<br style="box-sizing: border-box;">
prompt:<br style="box-sizing: border-box;">
type: string<br style="box-sizing: border-box;">
description: prompt<br style="box-sizing: border-box;">
text_to_imgResponse:<br style="box-sizing: border-box;">
type: object<br style="box-sizing: border-box;">
properties:<br style="box-sizing: border-box;">
result:<br style="box-sizing: border-box;">
type: array<br style="box-sizing: border-box;">
description: 生成的图像列表<br style="box-sizing: border-box;">
items:<br style="box-sizing: border-box;">
type: string<br style="box-sizing: border-box;">
description: 生成的图像，格式为file-xxxx, 不包括<code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;">&lt;file&gt;&lt;/file&gt;</code><br style="box-sizing: border-box;">
format: byte<br style="box-sizing: border-box;">
x-ebagent-file-mime-type: image/png<br style="box-sizing: border-box;">
securitySchemes: {}</li>
</ul>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-bottom: 0px !important;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code class="language-#" style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;">
介绍该工具的主要功能及适用场景。
## 功能1的介绍
详细介绍工具中提供的功能及使用方式，包括但不限于：
- 功能名称
- 功能所需参数内容及要求
- 适用场景
- 使用示例
## 功能2的介绍
## 功能3的介绍
# 最佳实践
展示该工具的最佳实践，包括但不限于
- 工具中的功能最佳组合使用
- 完整示例，包括如果选择功能、填写参数、调用后的example结果
# 相关文档
提供该工具相关的文档链接，如工具是百度AI开放平台的OCR功能，则可直接提供对应的网页链接或简单文档。
</code></pre>
</article></description>
<link>https://aistudio.baidu.com/application/center/tool[object%20Object]</link>
<guid isPermaLink="false">https://aistudio.baidu.com/application/center/tool[object%20Object]</guid>
<pubDate>Fri, 07 Feb 2025 01:32:28 GMT</pubDate>
</item>
<item>
<title>新年吉祥物文生图</title>
<description><article class="markdown-body" style="text-size-adjust: 100%; color: rgb(36, 41, 46); font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Helvetica, Arial, sans-serif, &quot;Apple Color Emoji&quot;, &quot;Segoe UI Emoji&quot;; font-size: 16px; line-height: 1.5; overflow-wrap: break-word;box-sizing: border-box; min-width: 200px; max-width: 980px; margin: 0px auto; padding: 45px;"> <h3 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-size: 20px;font-weight: 600;margin-top: 0px !important;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;font-size: 1.25em;">新年吉祥物文生图 &gt; 新年吉祥物文生图工具 <img src="https://aistudio-fe-online.cdn.bcebos.com/aistudio/config/tool/create/default-icon-1.jpg" alt="" style="border-style: none;box-sizing: border-box;max-width: 100%; box-sizing: initial; background-color: rgb(255, 255, 255);" referrerpolicy="no-referrer"> ```yaml <a href="https://d9j1maq4v6i9o1v0.aistudio-hub.baidu.com/" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">https://d9j1maq4v6i9o1v0.aistudio-hub.baidu.com</a>: openapi: 3.0.1</h3>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">info:<br style="box-sizing: border-box;">
title: 新年吉祥物文生图<br style="box-sizing: border-box;">
description: 新年吉祥物文生图工具<br style="box-sizing: border-box;">
servers:</p>
<ul style="box-sizing: border-box;padding-left: 0px; margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;padding-left: 2em;">
<li style="box-sizing: border-box;">url: <a href="https://d9j1maq4v6i9o1v0.aistudio-hub.baidu.com/" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">https://d9j1maq4v6i9o1v0.aistudio-hub.baidu.com</a><br style="box-sizing: border-box;">
paths:<br style="box-sizing: border-box;">
/image/generations:<br style="box-sizing: border-box;">
post:<br style="box-sizing: border-box;">
x-func-id: 0fbcb693-853c-44eb-9c34-5af0ab203461<br style="box-sizing: border-box;">
operationId: NewYearPhoto<br style="box-sizing: border-box;">
summary: 新年吉祥物生成<br style="box-sizing: border-box;">
description: 新年吉祥物生成<br style="box-sizing: border-box;">
x-param-ignore: true<br style="box-sizing: border-box;">
x-headers-ignore: true<br style="box-sizing: border-box;">
parameters:<br style="box-sizing: border-box;">
- name: Content-Type<br style="box-sizing: border-box;">
in: header<br style="box-sizing: border-box;">
enum:<br style="box-sizing: border-box;">
- application/json<br style="box-sizing: border-box;">
schema:<br style="box-sizing: border-box;">
type: string<br style="box-sizing: border-box;">
x-form-type: string<br style="box-sizing: border-box;">
requestBody:<br style="box-sizing: border-box;">
x-body-ignore: true<br style="box-sizing: border-box;">
content:<br style="box-sizing: border-box;">
application/json:<br style="box-sizing: border-box;">
schema:<br style="box-sizing: border-box;">
$ref: "#/components/schemas/NewYearPhoto"<br style="box-sizing: border-box;">
responses:<br style="box-sizing: border-box;">
"200":<br style="box-sizing: border-box;">
x-responses-ignore: true<br style="box-sizing: border-box;">
description: response success<br style="box-sizing: border-box;">
content:<br style="box-sizing: border-box;">
application/json:<br style="box-sizing: border-box;">
schema:<br style="box-sizing: border-box;">
$ref: "#/components/schemas/NewYearPhotoResponse"<br style="box-sizing: border-box;">
x-response-type: json-schema<br style="box-sizing: border-box;">
security:<br style="box-sizing: border-box;">
apiKey_Authorization: []<br style="box-sizing: border-box;">
components:<br style="box-sizing: border-box;">
schemas:<br style="box-sizing: border-box;">
NewYearPhoto:<br style="box-sizing: border-box;">
type: object<br style="box-sizing: border-box;">
properties:<br style="box-sizing: border-box;">
prompt:<br style="box-sizing: border-box;">
type: string<br style="box-sizing: border-box;">
description: 生图的文本描述。仅支持中文、日常标点符号<br style="box-sizing: border-box;">
NewYearPhotoResponse: {}<br style="box-sizing: border-box;">
securitySchemes:<br style="box-sizing: border-box;">
apiKey_Authorization:<br style="box-sizing: border-box;">
type: apiKey<br style="box-sizing: border-box;">
x-type: apiKey<br style="box-sizing: border-box;">
name: Authorization<br style="box-sizing: border-box;">
in: header</li>
</ul>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-bottom: 0px !important;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code class="language-#" style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;">
介绍该工具的主要功能及适用场景。
## 功能1的介绍
详细介绍工具中提供的功能及使用方式，包括但不限于：
- 功能名称
- 功能所需参数内容及要求
- 适用场景
- 使用示例
## 功能2的介绍
## 功能3的介绍
# 最佳实践
展示该工具的最佳实践，包括但不限于
- 工具中的功能最佳组合使用
- 完整示例，包括如果选择功能、填写参数、调用后的example结果
# 相关文档
提供该工具相关的文档链接，如工具是百度AI开放平台的OCR功能，则可直接提供对应的网页链接或简单文档。
</code></pre>
</article></description>
<link>https://aistudio.baidu.com/application/center/tool[object%20Object]</link>
<guid isPermaLink="false">https://aistudio.baidu.com/application/center/tool[object%20Object]</guid>
<pubDate>Sun, 26 Jan 2025 03:08:18 GMT</pubDate>
</item>
<item>
<title>短文本语音合成</title>
<description><article class="markdown-body" style="text-size-adjust: 100%; color: rgb(36, 41, 46); font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Helvetica, Arial, sans-serif, &quot;Apple Color Emoji&quot;, &quot;Segoe UI Emoji&quot;; font-size: 16px; line-height: 1.5; overflow-wrap: break-word;box-sizing: border-box; min-width: 200px; max-width: 980px; margin: 0px auto; padding: 45px;"> <h3 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-size: 20px;font-weight: 600;margin-top: 0px !important;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;font-size: 1.25em;">短文本语音合成 &gt; 百度短文本在线合成服务，基于HTTP请求的REST API接口，将文本转换为可以播放的音频文件。每次请求合成的文本建议120GBK以内。 <img src="https://aistudio-llm-static-online.cdn.bcebos.com/0/787201/2023122615c149daaa1efc4cc688e084ba59c81940c111688fb07e4878b8f1431554f65b7f" alt="" style="border-style: none;box-sizing: border-box;max-width: 100%; box-sizing: initial; background-color: rgb(255, 255, 255);" referrerpolicy="no-referrer"> ```yaml <a href="https://aistudio.baidu.com/" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">https://aistudio.baidu.com</a>: openapi: 3.0.1</h3>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">info:<br style="box-sizing: border-box;">
title: 短文本语音合成<br style="box-sizing: border-box;">
description: 将文本合成为语音<br style="box-sizing: border-box;">
version: v1.4<br style="box-sizing: border-box;">
servers:</p>
<ul style="box-sizing: border-box;padding-left: 0px; margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;padding-left: 2em;">
<li style="box-sizing: border-box;">url: <a href="https://aistudio.baidu.com/" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">https://aistudio.baidu.com</a><br style="box-sizing: border-box;">
paths:<br style="box-sizing: border-box;">
/llm/lmapi/v1/speech/text2audio:<br style="box-sizing: border-box;">
post:<br style="box-sizing: border-box;">
x-func-id: b23daf68-292b-4442-93c7-0f01f262266e<br style="box-sizing: border-box;">
operationId: tts<br style="box-sizing: border-box;">
summary: 语音合成<br style="box-sizing: border-box;">
description: 将文本合成为语音<br style="box-sizing: border-box;">
... |
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<title>DeepSeek实战训练营：从云端模型部署到应用开发课程活动介绍</title>
<description><article class="markdown-body" style="text-size-adjust: 100%; color: rgb(36, 41, 46); font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Helvetica, Arial, sans-serif, &quot;Apple Color Emoji&quot;, &quot;Segoe UI Emoji&quot;; font-size: 16px; line-height: 1.5; overflow-wrap: break-word;box-sizing: border-box; min-width: 200px; max-width: 980px; margin: 0px auto; padding: 45px;"> <p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px !important;margin-top: 0px; margin-bottom: 16px;"><img src="https://ai-studio-static-online.cdn.bcebos.com/fd3b0bf072a444f28ea377e4e5416cafed3c6ffd2b3e4ea69ee66416eea4ece3" alt="" style="border-style: none;box-sizing: border-box;max-width: 100%; box-sizing: initial; background-color: rgb(255, 255, 255);" referrerpolicy="no-referrer"></p>
<h1 style="font-size: 2em; margin: 0.67em 0px;box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-size: 32px;font-weight: 600;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;font-size: 2em;padding-bottom: 0.3em; border-bottom: 1px solid rgb(234, 236, 239);">一、星河社区DeepSeek实战训练营介绍</h1>
<h3 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-size: 20px;font-weight: 600;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;font-size: 1.25em;">1.活动介绍</h3>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;"><strong style="font-weight: bolder;box-sizing: border-box;font-weight: 600;">这里将带你在星河社区内轻松掌握DeepSeek云端模型部署到应用开发的全流程，边学边练，百万tokens奖励拿不停！学完课程后，你还可以直接参与我们的《AI应用场景挑战赛——DeepSeek专场》比赛，基于所学内容开发创新应用或优化模型，赢取千元京东卡、算力补贴及百万Token资源等丰厚奖励，让你的技术实力与收获双双拉满！</strong></p>
<h3 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-size: 20px;font-weight: 600;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;font-size: 1.25em;">2.活动时间</h3>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;"><strong style="font-weight: bolder;box-sizing: border-box;font-weight: 600;">活动时间：2.18-3.14</strong></p>
<blockquote style="box-sizing: border-box;margin: 0px;margin-top: 0px; margin-bottom: 16px;padding: 0px 1em; color: rgb(106, 115, 125); border-left: 0.25em solid rgb(223, 226, 229);">
<ul style="box-sizing: border-box;padding-left: 0px; margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;margin-top: 0px;margin-bottom: 0px;padding-left: 2em;">
<li style="box-sizing: border-box;">2.18-3.14 学习打卡上传截图，填写用户ID，小助手发放tokens奖励</li>
</ul>
</blockquote>
<blockquote style="box-sizing: border-box;margin: 0px;margin-top: 0px; margin-bottom: 16px;padding: 0px 1em; color: rgb(106, 115, 125); border-left: 0.25em solid rgb(223, 226, 229);">
<ul style="box-sizing: border-box;padding-left: 0px; margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;margin-top: 0px;margin-bottom: 0px;padding-left: 2em;">
<li style="box-sizing: border-box;">2.18-3.14 《AI应用场景挑战赛——DeepSeek专场》比赛开放报名参与</li>
</ul>
</blockquote>
<blockquote style="box-sizing: border-box;margin: 0px;margin-top: 0px; margin-bottom: 16px;padding: 0px 1em; color: rgb(106, 115, 125); border-left: 0.25em solid rgb(223, 226, 229);">
<ul style="box-sizing: border-box;padding-left: 0px; margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;margin-top: 0px;margin-bottom: 0px;padding-left: 2em;">
<li style="box-sizing: border-box;">3.14-3.18 回收学习数据，统计排名</li>
</ul>
</blockquote>
<blockquote style="box-sizing: border-box;margin: 0px;margin-top: 0px; margin-bottom: 16px;padding: 0px 1em; color: rgb(106, 115, 125); border-left: 0.25em solid rgb(223, 226, 229);">
<ul style="box-sizing: border-box;padding-left: 0px; margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;margin-top: 0px;margin-bottom: 0px;padding-left: 2em;">
<li style="box-sizing: border-box;">3.14 比赛结束</li>
</ul>
</blockquote>
<blockquote style="box-sizing: border-box;margin: 0px;margin-top: 0px; margin-bottom: 16px;padding: 0px 1em; color: rgb(106, 115, 125); border-left: 0.25em solid rgb(223, 226, 229);">
<ul style="box-sizing: border-box;padding-left: 0px; margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;margin-top: 0px;margin-bottom: 0px;padding-left: 2em;">
<li style="box-sizing: border-box;">3.19 小助手公布训练达人和学习达人排名，发放奖品</li>
</ul>
</blockquote>
<h1 style="font-size: 2em; margin: 0.67em 0px;box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-size: 32px;font-weight: 600;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;font-size: 2em;padding-bottom: 0.3em; border-bottom: 1px solid rgb(234, 236, 239);">二、星河社区DeepSeek实战训练营详情</h1>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;"><img src="https://ai-studio-static-online.cdn.bcebos.com/bb52288dfaa642db98aadf0a6f429f4c84035d8211f749b0b2c758463695b957" alt="" style="border-style: none;box-sizing: border-box;max-width: 100%; box-sizing: initial; background-color: rgb(255, 255, 255);" referrerpolicy="no-referrer"></p>
<h2 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-weight: 600;font-size: 24px;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;padding-bottom: 0.3em; border-bottom: 1px solid rgb(234, 236, 239);font-size: 1.5em;">赛道一：起航-课程学习打卡赢tokens</h2>
<blockquote style="box-sizing: border-box;margin: 0px;margin-top: 0px; margin-bottom: 16px;padding: 0px 1em; color: rgb(106, 115, 125); border-left: 0.25em solid rgb(223, 226, 229);">
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;margin-top: 0px;margin-bottom: 0px;"><strong style="font-weight: bolder;box-sizing: border-box;font-weight: 600;">适合所有领域的每一位学习者和开发者，在DeepSeek实战训练营课程中，一步一步带领每位同学快速上手部署DeepSeek系列模型，助力学习与开发！</strong></p>
</blockquote>
<h4 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-weight: 600;font-size: 16px;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;font-size: 1em;"><strong style="font-weight: bolder;box-sizing: border-box;font-weight: 600;">此外，为鼓励大家学习，活动还准备了丰厚的奖励，完成学习打卡100%可获得tokens奖励哦～</strong></h4>
<h3 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-size: 20px;font-weight: 600;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;font-size: 1.25em;">1.活动规则：</h3>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;"><strong style="font-weight: bolder;box-sizing: border-box;font-weight: 600;">课程介绍：</strong></p>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">&lt;table border="1"&gt;<br style="box-sizing: border-box;">
&lt;thead&gt;<br style="box-sizing: border-box;">
&lt;tr&gt;<br style="box-sizing: border-box;">
&lt;th&gt;课节名称&lt;/th&gt;<br style="box-sizing: border-box;">
&lt;th&gt;打卡奖励&lt;/th&gt;<br style="box-sizing: border-box;">
&lt;th&gt;课节介绍&lt;/th&gt;<br style="box-sizing: border-box;">
&lt;th&gt;打卡任务&lt;/th&gt;<br style="box-sizing: border-box;">
&lt;th&gt;额外奖励&lt;/th&gt;<br style="box-sizing: border-box;">
&lt;/tr&gt;<br style="box-sizing: border-box;">
&lt;/thead&gt;<br style="box-sizing: border-box;">
&lt;tbody&gt;<br style="box-sizing: border-box;">
&lt;tr&gt;<br style="box-sizing: border-box;">
&lt;td&gt;使用星河社区内「快速部署」功能部署调用DeepSeek系列模型&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;td&gt;100Wtokens&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;td&gt;教你如何快速在星河社区内部署调用自己的DeepSeek系列模型&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;td&gt;跟随教程在星河社区内完成DeepSeek模型部署，成功完成一次对话&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;td rowspan="3"&gt;全部完成奖励300Wtokens&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;/tr&gt;<br style="box-sizing: border-box;">
&lt;tr&gt;<br style="box-sizing: border-box;">
&lt;td&gt;使用「大模型API服务」快速调用DeepSeek&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;td&gt;100Wtokens&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;td&gt;教你如何使用星河社区提供的大模型服务快速调用DeepSeek系列模型&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;td&gt;跟随教程使用大模型API服务调用DeepSeek-R1，成功完成一次对话&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;/tr&gt;<br style="box-sizing: border-box;">
&lt;tr&gt;<br style="box-sizing: border-box;">
&lt;td&gt;使用星河模型服务部署到更多工具&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;td&gt;200Wtokens&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;td&gt;将星河社区的模型服务部署到更多工具，如chatbox、Bob上&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;td&gt;将星河模型服务部署到更多工具，考虑创新性、实用性&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;/tr&gt;<br style="box-sizing: border-box;">
&lt;tr&gt;<br style="box-sizing: border-box;">
&lt;td&gt;DeepSeek模型微调&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;td&gt;100Wtokens&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;td&gt;学习如何快速微调DeepSeek系列模型，适配自有数据集，并可视化训练过程。&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;td&gt;完成模型微调并成功调用，提交清晰的训练日志与性能分析报告。&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;td rowspan="5"&gt;全部完成奖励300Wtokens&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;/tr&gt;<br style="box-sizing: border-box;">
&lt;tr&gt;<br style="box-sizing: border-box;">
&lt;td&gt;DeepSeek模型训练&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;td&gt;100Wtokens&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;td&gt;基于自有或平台数据集完成DeepSeek模型训练，掌握完整代码实现流程。&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;td&gt;完成模型训练并提交完整项目，确保代码可运行。&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;/tr&gt;<br style="box-sizing: border-box;">
&lt;tr&gt;<br style="box-sizing: border-box;">
&lt;td&gt;DeepSeek蒸馏任务&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;td&gt;100Wtokens&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;td&gt;基于DeepSeek-R1蒸馏版，训练轻量化本地模型，探索高效部署方案。&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;td&gt;提交蒸馏过程的技术文档，包括模型性能对比与优化策略。&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;/tr&gt;<br style="box-sizing: border-box;">
&lt;tr&gt;<br style="box-sizing: border-box;">
&lt;td&gt;DeepSeek强化学习任务&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;td&gt;100Wtokens&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;td&gt;复现DeepSeek-R1强化学习训练教程，鼓励结合其他框架（如PaddleNLP）进行实验。&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;td&gt;完成代码实现并提交完整项目，展示创新性实验成果。&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;/tr&gt;<br style="box-sizing: border-box;">
&lt;tr&gt;<br style="box-sizing: border-box;">
&lt;td&gt;DeepSeek应用开发优秀案例&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;td&gt;200Wtokens&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;td&gt;征集使用DeepSeek做应用开发的优秀案例，涵盖RAG、Agent、多模态等方向。&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;td&gt;使用DeepSeek系列模型创作高质量项目，投稿至项目大厅。&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;/tr&gt;<br style="box-sizing: border-box;">
&lt;/tbody&gt;<br style="box-sizing: border-box;">
&lt;/table&gt;</p>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;">👇课程学习传送门🚪 点击图片立即报名！👇
</code></pre>
<table style="box-sizing: border-box;border-spacing: 0px; border-collapse: collapse;margin-top: 0px; margin-bottom: 16px;display: block; width: 100%; overflow: auto;">
<thead style="box-sizing: border-box;">
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<th style="box-sizing: border-box;padding: 0px;font-weight: 600;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">DeepSeek实战训练营：从云端模型部署到应用开发</th>
</tr>
</thead>
<tbody style="box-sizing: border-box;">
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"><a href="https://aistudio.baidu.com/education/group/info/33834" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;"><img src="https://ai-studio-static-online.cdn.bcebos.com/9c94c70e55234096b36f847a887976bbe1ec7b9eb1d2491290398a391cfdde47" alt="" style="border-style: none;box-sizing: border-box;max-width: 100%; box-sizing: initial; background-color: rgb(255, 255, 255);" referrerpolicy="no-referrer"></a></td>
</tr>
</tbody>
</table>
<h3 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-size: 20px;font-weight: 600;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;font-size: 1.25em;">2. 打卡方式</h3>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;"><strong style="font-weight: bolder;box-sizing: border-box;font-weight: 600;">参与同学完成课程学习后，截图或拍照保存学习记录，记住自己的UID，扫描加入课程微信社群，打开小助手发送的表单，上传打卡截图和自己的UID，还有抽奖活动等你哦～</strong></p>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;">👇打卡抽奖传送门🚪记得扫描二维码进群哦～
</code></pre>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;"><img src="https://ai-studio-static-online.cdn.bcebos.com/73eff26e53d34f25866b2fd92e9b36e3e249744d7b3548d4a11069552ec4cbc0" alt="" style="border-style: none;box-sizing: border-box;max-width: 100%; box-sizing: initial; background-color: rgb(255, 255, 255);" referrerpolicy="no-referrer"></p>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">👇获取UID指路：</p>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;"><img src="https://ai-studio-static-online.cdn.bcebos.com/ac636cbb6a1f43aabf8f47cc2dd14224a7c87effa9e840b5bce714c82335dd94" alt="" style="border-style: none;box-sizing: border-box;max-width: 100%; box-sizing: initial; background-color: rgb(255, 255, 255);" referrerpolicy="no-referrer"></p>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;"><strong style="font-weight: bolder;box-sizing: border-box;font-weight: 600;">将打卡截图和UID提交到微信群里的表单哦！</strong></p>
<h2 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-weight: 600;font-size: 24px;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;padding-bottom: 0.3em; border-bottom: 1px solid rgb(234, 236, 239);font-size: 1.5em;">赛道二：执桨-双榜挑战赛，奖品等你拿！</h2>
<h3 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-size: 20px;font-weight: 600;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;font-size: 1.25em;">1.活动规则</h3>
<blockquote style="box-sizing: border-box;margin: 0px;margin-top: 0px; margin-bottom: 16px;padding: 0px 1em; color: rgb(106, 115, 125); border-left: 0.25em solid rgb(223, 226, 229);">
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;margin-top: 0px;margin-bottom: 0px;"><strong style="font-weight: bolder;box-sizing: border-box;font-weight: 600;">我们特别推出了“模型调用与课程学习双榜挑战赛”。与众多开发者同台竞技，通过调用模型积累tokens、完成课程任务赢取积分，在激烈竞争中脱颖而出，冲刺双榜巅峰，赢取丰厚奖励！</strong></p>
</blockquote>
<ul style="box-sizing: border-box;padding-left: 0px; margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;padding-left: 2em;">
<li style="box-sizing: border-box;">
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;margin-top: 16px;">模型调用榜 ：按活动期间调用tokens数量排名，前5名赢实物大奖，6-20名获500w tokens，21-50名300w tokens，51-100名100w tokens，达标50w tokens即享参与奖。</p>
</li>
<li style="box-sizing: border-box;margin-top: 0.25em;">
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;margin-top: 16px;">课程训练营榜 ：完成打卡任务（如观看视频、部署模型等）获取积分，按积分排名赢取奖励，前5名实物奖，后续名次分档奖励tokens。</p>
</li>
</ul>
<table style="box-sizing: border-box;border-spacing: 0px; border-collapse: collapse;margin-top: 0px; margin-bottom: 16px;display: block; width: 100%; overflow: auto;">
<thead style="box-sizing: border-box;">
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<th style="box-sizing: border-box;padding: 0px;font-weight: 600;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">任务类别</th>
<th style="box-sizing: border-box;padding: 0px;font-weight: 600;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">具体任务</th>
<th style="box-sizing: border-box;padding: 0px;font-weight: 600;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">积分</th>
</tr>
</thead>
<tbody style="box-sizing: border-box;">
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">课程介绍</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">观看课程打卡营玩法介绍视频</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">5 分</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">课程介绍</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">阅读玩法介绍置顶 notebook</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">5 分</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">模型部署任务</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">使用星河社区内「使用产品能力」部署训练 Deepseek 系列模型</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">10 分</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">模型部署任务</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">使用「大模型 API 服务」快速调用 DS</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">10 分</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">模型部署任务</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">使用星河模型服务部署到更多工具</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">10 分</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">模型微调</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">DS 模型微调（使用自己的数据集，可视化训练过程并提交训练日志与性能分析报告）</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">10 分</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">模型训练</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">DS 模型训练（使用自己的数据集，完成代码实现并提交完整项目）</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">10 分</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">模型蒸馏任务</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">基于 DeepSeek-R1 蒸馏版，训练轻量化本地模型，提交蒸馏过程的技术文档（包括性能对比与优化策略）</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">10 分</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">强化学习任务</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">复现 DeepSeek-R1 强化学习训练教程，完成代码实现并提交完整项目</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">10 分</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">模型微调与训练</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">完成四个模型开发任务，额外奖励</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">20 分</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">应用开发</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">学习优秀应用案例并复现，上传至作业</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">10 分</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">应用开发</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">参考案例开发自己的 DS 应用，上传至作业</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">20 分</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">比赛参与</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">成功参与 AI 原生场景挑战赛——DeepSeek 专场并提交参赛作品</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">20 分</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">比赛参与</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">参赛作品成功获奖</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">50 分</td>
</tr>
</tbody>
</table>
<h3 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-size: 20px;font-weight: 600;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;font-size: 1.25em;">2.活动奖品</h3>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">&lt;table border="1"&gt;<br style="box-sizing: border-box;">
&lt;thead&gt;<br style="box-sizing: border-box;">
&lt;tr&gt;<br style="box-sizing: border-box;">
&lt;th&gt;名次&lt;/th&gt;<br style="box-sizing: border-box;">
&lt;th&gt;奖项&lt;/th&gt;<br style="box-sizing: border-box;">
&lt;th&gt;激励&lt;/th&gt;<br style="box-sizing: border-box;">
&lt;/tr&gt;<br style="box-sizing: border-box;">
&lt;/thead&gt;<br style="box-sizing: border-box;">
&lt;tbody&gt;<br style="box-sizing: border-box;">
&lt;tr&gt;<br style="box-sizing: border-box;">
&lt;td&gt;NO.1-5&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;td&gt;一等奖&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;td&gt;多功能三角包、电脑支架、度熊鼠标垫护腕垫套装随机&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;/tr&gt;<br style="box-sizing: border-box;">
&lt;tr&gt;<br style="box-sizing: border-box;">
&lt;td&gt;NO.6-NO.20&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;td&gt;二等奖&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;td&gt;300wtokens&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;/tr&gt;<br style="box-sizing: border-box;">
&lt;tr&gt;<br style="box-sizing: border-box;">
&lt;td&gt;NO.21-NO.50&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;td&gt;三等奖&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;td&gt;200wtokens&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;/tr&gt;<br style="box-sizing: border-box;">
&lt;tr&gt;<br style="box-sizing: border-box;">
&lt;td&gt;NO.51-NO.100&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;td&gt;阳光普照奖&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;td&gt;100wtokens&lt;/td&gt;<br style="box-sizing: border-box;">
&lt;/tr&gt;<br style="box-sizing: border-box;">
&lt;/tbody&gt;<br style="box-sizing: border-box;">
&lt;/table&gt;</p>
<h2 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-weight: 600;font-size: 24px;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;padding-bottom: 0.3em; border-bottom: 1px solid rgb(234, 236, 239);font-size: 1.5em;">赛道三：扬帆：AI应用场景挑战赛——DeepSeek专场</h2>
<blockquote style="box-sizing: border-box;margin: 0px;margin-top: 0px; margin-bottom: 16px;padding: 0px 1em; color: rgb(106, 115, 125); border-left: 0.25em solid rgb(223, 226, 229);">
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;margin-top: 0px;margin-bottom: 0px;"><strong style="font-weight: bolder;box-sizing: border-box;font-weight: 600;">为了鼓励更多创新与优质内容的涌现，我们特别启动了《AI应用场景挑战赛——DeepSeek专场》比赛，旨在挖掘在DeepSeek训练营课程中对应的模型开发、应用开发类的宝藏技能！无论你是初出茅庐的新星还是经验丰富的老将，只要你有创意和热情，都可以参与比赛，展示你的能力！</strong></p>
</blockquote>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;"> 👇参与比赛传送门🚪 点击图片立即报名！👇
</code></pre>
<table style="box-sizing: border-box;border-spacing: 0px; border-collapse: collapse;margin-top: 0px; margin-bottom: 16px;display: block; width: 100%; overflow: auto;">
<thead style="box-sizing: border-box;">
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<th style="box-sizing: border-box;padding: 0px;font-weight: 600;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">AI应用场景挑战赛——DeepSeek专场</th>
</tr>
</thead>
<tbody style="box-sizing: border-box;">
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"><a href="https://aistudio.baidu.com/competition/detail/1274/0/introduction" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;"><img src="https://ai-studio-static-online.cdn.bcebos.com/87fac83161dd4f5b9179651b9fbfd20a3e8e830c18de406886f8c8b80b21644d" alt="" style="border-style: none;box-sizing: border-box;max-width: 100%; box-sizing: initial; background-color: rgb(255, 255, 255);" referrerpolicy="no-referrer"></a></td>
</tr>
</tbody>
</table>
<h3 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-size: 20px;font-weight: 600;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;font-size: 1.25em;">方向一：应用开发（基础）</h3>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">选手需基于飞桨星河社区的「快速部署」或大模型API服务，快速调用DeepSeek系列模型，完成RAG、智能代理、多模态、AI搜索推荐等场景应用。作品需结合实际需求，如教育、医疗、客服等领域，展现创新性与实用性。</p>
<h3 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-size: 20px;font-weight: 600;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;font-size: 1.25em;">方向二：模型开发（进阶）</h3>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">选手需在星河社区内完成DeepSeek模型的微调、训练、蒸馏及强化学习等高阶任务，提交完整代码、技术文档与性能分析报告。鼓励结合其他框架优化模型，探索高效部署方案，展现技术深度与创新能力。</p>
<table style="box-sizing: border-box;border-spacing: 0px; border-collapse: collapse;margin-top: 0px; margin-bottom: 16px;display: block; width: 100%; overflow: auto;">
<thead style="box-sizing: border-box;">
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<th style="box-sizing: border-box;padding: 0px;font-weight: 600;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">比赛挑战内容大类</th>
<th style="box-sizing: border-box;padding: 0px;font-weight: 600;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">挑战内容类型细分</th>
<th style="box-sizing: border-box;padding: 0px;font-weight: 600;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">相关项目/内容参考示例</th>
</tr>
</thead>
<tbody style="box-sizing: border-box;">
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">DeepSeek模型开发</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">蒸馏</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">待PaddleNLP更新能力</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"></td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">微调</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"><a href="https://aistudio.baidu.com/projectdetail/8789063" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">基于PaddleNLP和DeepSeek-R1微调刻薄对话模型（ENTP版）</a></td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"></td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">RL</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"><a href="https://aistudio.baidu.com/projectdetail/8786457" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">基于Deepseek、强化学习技术与RAG技术的深度问答系统</a></td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"></td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">训练</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"><a href="https://aistudio.baidu.com/projectdetail/8786457" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">基于Deepseek、强化学习技术与RAG技术的深度问答系统</a></td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"></td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Ollama部署</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"><a href="https://aistudio.baidu.com/projectdetail/8781739" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">基于DeepSeek-R1-32B-Q4_定制虚拟女友</a></td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"></td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">NLP部署</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"><a href="https://aistudio.baidu.com/projectdetail/8775758" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">【PaddleNLP 3.0】轻松动手玩转DeepSeek-R1</a>&lt;br&gt;<a href="https://aistudio.baidu.com/projectdetail/8785239" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">基于PaddleNLP 3.0部署DeepSeek-R1进行本地访问</a></td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">DeepSeek应用开发</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Chatbot（对话机器人）</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"><a href="https://aistudio.baidu.com/projectdetail/8785218" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">【 道法天机 】基于 Deepseek的历史推演模拟器</a></td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"></td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">WebUI</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"><a href="https://aistudio.baidu.com/projectdetail/8786055" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">【Tutorial】DeepSeek-R1实战指南：从部署到RAG Agent</a></td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"></td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Agent</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"><a href="https://aistudio.baidu.com/projectdetail/8786055" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">【Tutorial】DeepSeek-R1实战指南：从部署到RAG Agent</a>&lt;br&gt;<a href="https://aistudio.baidu.com/projectdetail/8778191" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">【深度求索】基于PaddleNLP使用DeepSeek-R1搭建杭创赛解说智能体</a>&lt;br&gt;<a href="https://aistudio.baidu.com/projectdetail/8784247" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">【次元碰撞】AI智能对战宇宙 — 基于DeepSeek的跨维度角色对战模拟模拟器</a></td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"></td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Rag</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"><a href="https://aistudio.baidu.com/projectdetail/8786055" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">【Tutorial】DeepSeek-R1实战指南：从部署到RAG Agent</a>&lt;br&gt;<a href="https://aistudio.baidu.com/projectdetail/8778191" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">【深度求索】基于PaddleNLP使用DeepSeek-R1搭建杭创赛解说智能体</a></td>
</tr>
</tbody>
</table>
<h3 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-size: 20px;font-weight: 600;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;font-size: 1.25em;">2.活动奖励</h3>
<table style="box-sizing: border-box;border-spacing: 0px; border-collapse: collapse;margin-top: 0px; margin-bottom: 16px;display: block; width: 100%; overflow: auto;">
<thead style="box-sizing: border-box;">
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<th style="box-sizing: border-box;padding: 0px;font-weight: 600;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">奖项</th>
<th style="box-sizing: border-box;padding: 0px;font-weight: 600;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">奖励内容</th>
<th style="box-sizing: border-box;padding: 0px;font-weight: 600;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">获奖名额</th>
</tr>
</thead>
<tbody style="box-sizing: border-box;">
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"><strong style="font-weight: bolder;box-sizing: border-box;font-weight: 600;">京东卡</strong></td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Top1团队：1000元京东卡</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">1</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"></td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Top3团队：500元京东卡</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">2-3</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"></td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Top5团队：200元京东卡</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">4-5</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"><strong style="font-weight: bolder;box-sizing: border-box;font-weight: 600;">算力补贴</strong></td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">200A币算力资源</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Top50团队</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"><strong style="font-weight: bolder;box-sizing: border-box;font-weight: 600;">Token资源</strong></td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">200万Token资源</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Top50团队</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"><strong style="font-weight: bolder;box-sizing: border-box;font-weight: 600;">备注</strong></td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">京东礼品卡获奖不叠加</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">-</td>
</tr>
</tbody>
</table>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;">活动声明：本次活动最终解释权归百度飞桨AI Studio所有。</p>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-bottom: 0px !important;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;">
</code></pre>
</article></description>
<link>https://aistudio.baidu.com/projectdetail/8800608</link>
<guid isPermaLink="false">https://aistudio.baidu.com/projectdetail/8800608</guid>
<pubDate>Wed, 19 Feb 2025 03:25:26 GMT</pubDate>
</item>
<item>
<title>基于PaddleNLP和DeepSeek-R1微调刻薄对话模型（ENTP版）</title>
<description><article class="markdown-body" style="text-size-adjust: 100%; color: rgb(36, 41, 46); font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Helvetica, Arial, sans-serif, &quot;Apple Color Emoji&quot;, &quot;Segoe UI Emoji&quot;; font-size: 16px; line-height: 1.5; overflow-wrap: break-word;box-sizing: border-box; min-width: 200px; max-width: 980px; margin: 0px auto; padding: 45px;"> <h3 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-size: 20px;font-weight: 600;margin-top: 0px !important;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;font-size: 1.25em;">一、项目背景</h3>
<h4 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-weight: 600;font-size: 16px;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;font-size: 1em;">（本项目涉及模型SFT，建议在V100 32G及更优的环境内运行，感谢飞桨星河社区的算力补给，每日运行项目可送8个算力点～～～）</h4>
<h4 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-weight: 600;font-size: 16px;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;font-size: 1em;">刚过完年是不是都长胖了？然后你的同事、同学见到你还要虚伪地夸赞你的身材保持得很好？夏天快到了，需要有个嘴贱的健身私教让你们清醒清醒了！</h4>
<h4 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-weight: 600;font-size: 16px;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;font-size: 1em;">当代年轻人健身常常缺乏持续动力，传统鼓励式对话容易产生倦怠。本项目基于认知行为疗法中的"反向激励"理论，基于PaddleNLP套件和DeepSeekR1生成的SFT数据，微调了一个0.5B的Chat模型（ENTP嘴淬过毒版），通过尖锐、刻薄、幽默的对话督促用户开始自律。### 二、方案设计</h4>
<p style="box-sizing: border-box;margin-top: 0px; margin-bottom: 10px;margin-top: 0px; margin-bottom: 16px;"><img src="https://ai-studio-static-online.cdn.bcebos.com/d969d26736cc4c839109a35d7b9adbc23871aee487df4d33835d24306dcbaa46" alt="" style="border-style: none;box-sizing: border-box;max-width: 100%; box-sizing: initial; background-color: rgb(255, 255, 255);" referrerpolicy="no-referrer"></p>
<h3 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-size: 20px;font-weight: 600;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;font-size: 1.25em;">三、核心代码实现#### 环境配置</h3>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;"># 安装依赖包
!pip install -U gradio requests datasets
!pip install --upgrade paddlenlp==3.0.0b3 --user
</code></pre>
<h4 style="box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-weight: 600;font-size: 16px;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;font-size: 1em;">数据集生成（调用DeepSeek-R1）</h4>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;">import json
import requests
from tqdm import tqdm
def generate_toxic_response(prompt):
"""调用deepseek-r1生成毒舌风格回复"""
url = "https://qianfan.baidubce.com/v2/chat/completions"
payload = json.dumps({
"model": "deepseek-r1",
"messages": [
{
"role": "system",
"content": (
"你是一个毒舌健身私教，需要用阴阳怪气的讽刺语气回复用户，"
"带文字动作如（扶额）、(叉腰)，语言尖锐指出问题，尽可能的冒犯"
"保持回复简洁在10字内，示例："
"（冷笑）死猪肉也会抽动呢"
)
},
{"role": "user", "content": prompt}
]
})
headers = {
'Content-Type': 'application/json',
'Authorization': 'Bearer 替换成自己的千帆API-Key'
}
response = requests.post(url, headers=headers, data=payload)
# 打印原始响应以调试
print("API 响应:", response.text)
# 解析响应
try:
response_data = json.loads(response.text)
# 根据实际API返回结构提取回复内容
if "result" in response_data and "response" in response_data["result"]:
return response_data["result"]["response"]
elif "choices" in response_data and len(response_data["choices"]) &gt; 0:
return response_data["choices"][0]["message"]["content"]
else:
return "抱歉，无法生成回复，请检查API响应格式。"
except Exception as e:
print("解析API响应时出错:", e)
return "API响应解析失败，请检查日志。"
# 生成训练数据集
train_data = []
sample_prompts = [
"今天吃了炸鸡和奶茶",
"只做了10个俯卧撑",
"忘记做有氧运动了",
"体重又涨了2公斤",
"不想去健身房",
"帮我制定健身计划",
"最近总是偷懒",
"火锅吃太多了怎么办",
"怎么减肚子上的赘肉",
"健身好累啊"
]
for prompt in tqdm(sample_prompts):
response = generate_toxic_response(prompt)
train... |
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<title>【PaddleNLP 3.0】大模型训练精调对齐一站式开发</title>
<description><article class="markdown-body" style="text-size-adjust: 100%; color: rgb(36, 41, 46); font-family: -apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Helvetica, Arial, sans-serif, &quot;Apple Color Emoji&quot;, &quot;Segoe UI Emoji&quot;; font-size: 16px; line-height: 1.5; overflow-wrap: break-word;box-sizing: border-box; min-width: 200px; max-width: 980px; margin: 0px auto; padding: 45px;"> <h1 style="font-size: 2em; margin: 0.67em 0px;box-sizing: border-box;margin-top: 0px; margin-bottom: 0px;font-size: 32px;font-weight: 600;margin-top: 0px !important;margin-top: 24px; margin-bottom: 16px; font-weight: 600; line-height: 1.25;font-size: 2em;padding-bottom: 0.3em; border-bottom: 1px solid rgb(234, 236, 239);">【PaddleNLP 3.0】大模型训练精调对齐一站式开发在实战案例中，我们将通过一系列步骤，详细展示如何利用飞桨框架3.0版本的PaddleNLP大语言模型套件，快速构建并部署一个大语言模型。我们将从环境准备开始，逐步进行模型选择与组网开发、预训练、精调对齐、模型压缩以及推理部署，全方位验证PaddleNLP套件在简化开发流程、提升效率以及降低应用门槛方面的显著优势。通过这个案例，您将深入了解如何借助PaddleNLP套件，轻松应对大语言模型训练与推理的高要求，* 本次PaddleNLP 3.0升级总计涵盖了80+业界主流的开源大语言模型，参数量覆盖从0.5B到405B不等，能够灵活满足各种场景下的用户需求。已支持 LLaMA 系列、Baichuan 系列、Bloom 系列、ChatGLM 系列、Gemma 系列、Mistral 系列、OPT 系列和 Qwen 系列，详细列表👉【LLM】模型参数支持列表如下：</h1>
<table style="box-sizing: border-box;border-spacing: 0px; border-collapse: collapse;margin-top: 0px; margin-bottom: 16px;display: block; width: 100%; overflow: auto;">
<thead style="box-sizing: border-box;">
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<th style="box-sizing: border-box;padding: 0px;font-weight: 600;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">模型系列</th>
<th style="box-sizing: border-box;padding: 0px;font-weight: 600;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">模型名称</th>
</tr>
</thead>
<tbody style="box-sizing: border-box;">
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"><a href="https://github.com/PaddlePaddle/PaddleNLP/tree/develop/llm/config/llama" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">LLaMA</a></td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">facebook/llama-7b, facebook/llama-13b, facebook/llama-30b, facebook/llama-65b</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"><a href="https://github.com/PaddlePaddle/PaddleNLP/tree/develop/llm/config/llama" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">Llama2</a></td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">meta-llama/Llama-2-7b, meta-llama/Llama-2-7b-chat, meta-llama/Llama-2-13b, meta-llama/Llama-2-13b-chat, meta-llama/Llama-2-70b, meta-llama/Llama-2-70b-chat</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"><a href="https://github.com/PaddlePaddle/PaddleNLP/tree/develop/llm/config/llama" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">Llama3</a></td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">meta-llama/Meta-Llama-3-8B, meta-llama/Meta-Llama-3-8B-Instruct, meta-llama/Meta-Llama-3-70B, meta-llama/Meta-Llama-3-70B-Instruct</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"><a href="https://github.com/PaddlePaddle/PaddleNLP/tree/develop/llm/config/llama" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">Llama3.1</a></td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">meta-llama/Meta-Llama-3.1-8B, meta-llama/Meta-Llama-3.1-8B-Instruct, meta-llama/Meta-Llama-3.1-70B, meta-llama/Meta-Llama-3.1-70B-Instruct, meta-llama/Meta-Llama-3.1-405B, meta-llama/Meta-Llama-3.1-405B-Instruct, meta-llama/Llama-Guard-3-8B</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"><a href="https://github.com/PaddlePaddle/PaddleNLP/tree/develop/llm/config/baichuan" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">Baichuan</a></td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">baichuan-inc/Baichuan-7B, baichuan-inc/Baichuan-13B-Base, baichuan-inc/Baichuan-13B-Chat</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"><a href="https://github.com/PaddlePaddle/PaddleNLP/tree/develop/llm/config/baichuan" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">Baichuan2</a></td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">baichuan-inc/Baichuan2-7B-Base, baichuan-inc/Baichuan2-7B-Chat, baichuan-inc/Baichuan2-13B-Base, baichuan-inc/Baichuan2-13B-Chat</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"><a href="https://github.com/PaddlePaddle/PaddleNLP/tree/develop/llm/config/bloom" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">BLOOM</a></td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">bigscience/bloom-560m, bigscience/bloom-560m-bf16, bigscience/bloom-1b1, bigscience/bloom-3b, bigscience/bloom-7b1, bigscience/bloomz-560m, bigscience/bloomz-1b1, bigscience/bloomz-3b, bigscience/bloomz-7b1-mt, bigscience/bloomz-7b1-p3, bigscience/bloomz-7b1, bellegroup/belle-7b-2m</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"><a href="https://github.com/PaddlePaddle/PaddleNLP/tree/develop/llm/config/chatglm/" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">ChatGLM</a></td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">THUDM/chatglm-6b, THUDM/chatglm-6b-v1.1</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"><a href="https://github.com/PaddlePaddle/PaddleNLP/tree/develop/llm/config/chatglm2" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">ChatGLM2</a></td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">THUDM/chatglm2-6b</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"><a href="https://github.com/PaddlePaddle/PaddleNLP/tree/develop/llm/config/chatglm2" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">ChatGLM3</a></td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">THUDM/chatglm3-6b</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"><a href="https://github.com/PaddlePaddle/PaddleNLP/tree/develop/llm/config/gemma" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">Gemma</a></td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">google/gemma-7b, google/gemma-7b-it, google/gemma-2b, google/gemma-2b-it</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"><a href="https://github.com/PaddlePaddle/PaddleNLP/tree/develop/llm/config/mistral" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">Mistral</a></td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">mistralai/Mistral-7B-Instruct-v0.3, mistralai/Mistral-7B-v0.1</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"><a href="https://github.com/PaddlePaddle/PaddleNLP/tree/develop/llm/config/mixtral" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">Mixtral</a></td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">mistralai/Mixtral-8x7B-Instruct-v0.1</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"><a href="https://github.com/PaddlePaddle/PaddleNLP/tree/develop/llm/config/opt" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">OPT</a></td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">facebook/opt-125m, facebook/opt-350m, facebook/opt-1.3b, facebook/opt-2.7b, facebook/opt-6.7b, facebook/opt-13b, facebook/opt-30b, facebook/opt-66b, facebook/opt-iml-1.3b, opt-iml-max-1.3b</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"><a href="https://github.com/PaddlePaddle/PaddleNLP/tree/develop/llm/config/qwen/" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">Qwen</a></td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">qwen/qwen-7b, qwen/qwen-7b-chat, qwen/qwen-14b, qwen/qwen-14b-chat, qwen/qwen-72b, qwen/qwen-72b-chat,</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"><a href="https://github.com/PaddlePaddle/PaddleNLP/tree/develop/llm/config/qwen/" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">Qwen1.5</a></td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Qwen/Qwen1.5-0.5B, Qwen/Qwen1.5-0.5B-Chat, Qwen/Qwen1.5-1.8B, Qwen/Qwen1.5-1.8B-Chat, Qwen/Qwen1.5-4B, Qwen/Qwen1.5-4B-Chat, Qwen/Qwen1.5-7B, Qwen/Qwen1.5-7B-Chat, Qwen/Qwen1.5-14B, Qwen/Qwen1.5-14B-Chat, Qwen/Qwen1.5-32B, Qwen/Qwen1.5-32B-Chat, Qwen/Qwen1.5-72B, Qwen/Qwen1.5-72B-Chat, Qwen/Qwen1.5-110B, Qwen/Qwen1.5-110B-Chat, Qwen/Qwen1.5-MoE-A2.7B, Qwen/Qwen1.5-MoE-A2.7B-Chat</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"><a href="https://github.com/PaddlePaddle/PaddleNLP/tree/develop/llm/config/qwen/" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">Qwen2</a></td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Qwen/Qwen2-0.5B, Qwen/Qwen2-0.5B-Instruct, Qwen/Qwen2-1.5B, Qwen/Qwen2-1.5B-Instruct, Qwen/Qwen2-7B, Qwen/Qwen2-7B-Instruct, Qwen/Qwen2-72B, Qwen/Qwen2-72B-Instruct, Qwen/Qwen2-57B-A14B, Qwen/Qwen2-57B-A14B-Instruct</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"><a href="https://github.com/PaddlePaddle/PaddleNLP/tree/develop/llm/config/yuan/" style="background-color: initial;box-sizing: border-box;color: rgb(3, 102, 214); text-decoration: none;">Yuan2</a></td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">IEITYuan/Yuan2-2B, IEITYuan/Yuan2-51B, IEITYuan/Yuan2-102B</td>
</tr>
</tbody>
</table>
<table style="box-sizing: border-box;border-spacing: 0px; border-collapse: collapse;margin-top: 0px; margin-bottom: 16px;display: block; width: 100%; overflow: auto;">
<thead style="box-sizing: border-box;">
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<th style="box-sizing: border-box;padding: 0px;font-weight: 600;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">模型名称/并行能力支持</th>
<th style="box-sizing: border-box;padding: 0px;font-weight: 600;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">数据并行</th>
<th style="box-sizing: border-box;padding: 0px;font-weight: 600;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">张量模型并行</th>
<th style="box-sizing: border-box;padding: 0px;font-weight: 600;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"></th>
<th style="box-sizing: border-box;padding: 0px;font-weight: 600;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">参数分片并行</th>
<th style="box-sizing: border-box;padding: 0px;font-weight: 600;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"></th>
<th style="box-sizing: border-box;padding: 0px;font-weight: 600;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"></th>
<th style="box-sizing: border-box;padding: 0px;font-weight: 600;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">流水线并行</th>
</tr>
</thead>
<tbody style="box-sizing: border-box;">
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"></td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"></td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">基础能力</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">序列并行</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">stage1</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">stage2</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">stage3</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);"></td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Llama</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Llama2</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Llama3</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Llama3.1</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Qwen</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Qwen1.5</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Qwen2</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Mixtral(moe)</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Mistral</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Baichuan(同 llama)</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Baichuan2</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">ChatGLM</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">ChatGLM2</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">ChatGLM3</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Bloom</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">GPT-2/GPT-3</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">OPT</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Gemma</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Yuan2</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
</tr>
</tbody>
</table>
<table style="box-sizing: border-box;border-spacing: 0px; border-collapse: collapse;margin-top: 0px; margin-bottom: 16px;display: block; width: 100%; overflow: auto;">
<thead style="box-sizing: border-box;">
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<th style="box-sizing: border-box;padding: 0px;font-weight: 600;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">模型名称/能力支持</th>
<th style="box-sizing: border-box;padding: 0px;font-weight: 600;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Pretrain</th>
<th style="box-sizing: border-box;padding: 0px;font-weight: 600;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">SFT</th>
<th style="box-sizing: border-box;padding: 0px;font-weight: 600;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">LoRA</th>
<th style="box-sizing: border-box;padding: 0px;font-weight: 600;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Prefix Tuning</th>
<th style="box-sizing: border-box;padding: 0px;font-weight: 600;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">DPO</th>
<th style="box-sizing: border-box;padding: 0px;font-weight: 600;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">RLHF</th>
<th style="box-sizing: border-box;padding: 0px;font-weight: 600;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Quantization</th>
<th style="box-sizing: border-box;padding: 0px;font-weight: 600;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Torch convert</th>
</tr>
</thead>
<tbody style="box-sizing: border-box;">
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">LLaMA</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Qwen</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Mixtral</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">❌</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Mistral</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Baichuan/Baichuan2</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">ChatGLM-6B</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">❌</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">ChatGLM2/ChatGLM3</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Bloom</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">GPT-3</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);background-color: rgb(246, 248, 250);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">OPT</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
</tr>
<tr style="box-sizing: border-box;background-color: rgb(255, 255, 255); border-top: 1px solid rgb(198, 203, 209);">
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">Yuan2</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">🚧</td>
<td style="box-sizing: border-box;padding: 0px;padding: 6px 13px; border: 1px solid rgb(223, 226, 229);">✅</td>
</tr>
</tbody>
</table>
<pre style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;margin-top: 0px; margin-bottom: 0px;margin-top: 0px; margin-bottom: 16px;overflow-wrap: normal;padding: 16px; overflow: auto; font-size: 85%; line-height: 1.45; background-color: rgb(246, 248, 250); border-radius: 3px;"><code style="font-family: monospace, monospace; font-size: 1em;box-sizing: border-box;font-family: SFMono-Regular, Consolas, &quot;Liberation Mono&quot;, Menlo, monospace; font-size: 12px;padding: 0.2em 0.4em; margin: 0px; font-size: 85%; background-color: rgba(27, 31, 35, 0.05); border-radius: 3px;padding: 0px; margin: 0px; font-size: 100%; word-break: normal; white-space: pre; background: 0px 0px; border: 0px;display: inline; padding: 0px; margin: 0px; overflow: visible; line-height: inherit; overflow-wrap: normal; background-color: initial; border: 0px;"># 安装最新版本的PaddleNLP
!pip install --pre --upgrade paddlenlp==3.0.0b0.post20240820 -f https://www.paddlepaddle.org.cn/whl/paddlenlp.html
</code&... |
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