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intel · Dec 4, 2024 · d43aece · d43aece
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diff --git a/.../autoapi/neural_compressor/torch/algorithms/weight_only/autoround/index.rst.txt b/.../autoapi/neural_compressor/torch/algorithms/weight_only/autoround/index.rst.txt
@@ -61,7 +61,7 @@ Module Contents
    :rtype: DataLoader
 
 
-.. py:function:: get_mllm_dataloader(template, model, tokenizer, processor=None, image_processor=None, dataset='liuhaotian/llava_conv_58k', extra_data_dir=None, seqlen=512, bs=1, split=None, apply_template=None, truncation=False, seed=42, nsamples=512, gradient_accumulate_steps=1, quant_nontext_module=False)
+.. py:function:: get_mllm_dataloader(model, tokenizer, template=None, processor=None, image_processor=None, dataset=None, extra_data_dir=None, seqlen=None, batch_size=8, split=None, apply_template=None, truncation=None, seed=42, nsamples=128, gradient_accumulate_steps=1, quant_nontext_module=False)
 
    Generate a DataLoader for calibration using specified parameters.
 

diff --git a/latest/_sources/autoapi/neural_compressor/torch/utils/utility/index.rst.txt b/latest/_sources/autoapi/neural_compressor/torch/utils/utility/index.rst.txt
@@ -34,7 +34,7 @@ Functions
    neural_compressor.torch.utils.utility.validate_modules
    neural_compressor.torch.utils.utility.get_multimodal_block_names
    neural_compressor.torch.utils.utility.detect_device
-   neural_compressor.torch.utils.utility.run_fn_for_vlm_autoround
+   neural_compressor.torch.utils.utility.find_matching_blocks
 
 
 Module Contents
@@ -269,17 +269,15 @@ Module Contents
    :rtype: str
 
 
-.. py:function:: run_fn_for_vlm_autoround(model, dataloader, seqlen=512, nsamples=512)
+.. py:function:: find_matching_blocks(model, all_blocks, to_quant_block_names=None)
 
-   Runs a model on a provided dataset with automatic device detection for vector-language models.
+   Find and return matching blocks in the model based on to_quant_block_names.
 
-   :param model: The model to run.
-   :param dataloader: A PyTorch dataloader providing the input data for the model.
-   :param seqlen: The minimum sequence length of input data to process. Defaults to 512.
-   :type seqlen: int, optional
-   :param nsamples: The number of samples to process before stopping. Defaults to 512.
-   :type nsamples: int, optional
+   :param model: The model (not used in this specific function but kept for completeness).
+   :param all_blocks: List of lists, where each inner list contains full block names in the model.
+   :param to_quant_block_names: Comma-separated string of target block names to match.
 
-   :returns: None
+   :returns: List of lists containing full paths of matching blocks in the model.
+   :rtype: target_blocks
 
 
diff --git a/latest/autoapi/neural_compressor/adaptor/mxnet_utils/index.html b/latest/autoapi/neural_compressor/adaptor/mxnet_utils/index.html
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diff --git a/latest/autoapi/neural_compressor/adaptor/mxnet_utils/util/index.html b/latest/autoapi/neural_compressor/adaptor/mxnet_utils/util/index.html
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diff --git a/latest/autoapi/neural_compressor/adaptor/ox_utils/calibration/index.html b/latest/autoapi/neural_compressor/adaptor/ox_utils/calibration/index.html
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diff --git a/latest/autoapi/neural_compressor/adaptor/ox_utils/index.html b/latest/autoapi/neural_compressor/adaptor/ox_utils/index.html
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diff --git a/latest/autoapi/neural_compressor/adaptor/ox_utils/operators/pooling/index.html b/latest/autoapi/neural_compressor/adaptor/ox_utils/operators/pooling/index.html
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diff --git a/latest/autoapi/neural_compressor/adaptor/ox_utils/operators/reduce/index.html b/latest/autoapi/neural_compressor/adaptor/ox_utils/operators/reduce/index.html
@@ -134,7 +134,7 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Link to
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diff --git a/latest/autoapi/neural_compressor/adaptor/ox_utils/operators/resize/index.html b/latest/autoapi/neural_compressor/adaptor/ox_utils/operators/resize/index.html
@@ -134,7 +134,7 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Link to
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     <a href="https://github.com/readthedocs/sphinx_rtd_theme">theme</a>
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