v0.8.0

Metalhead v0.8.0

See this blog post on fluxml.ai about what's new in 0.8.

Diff since v0.7.4

Closed issues:

• Move MHAttention layer to Flux (#141)
• Issues with ViT on the GPU (#165)
• Cannot load pretrained weights for ResNet on master (#206)
• Support for convolution on N-dimensions (#213)
• Fixing deprecated models (#218)
• all links in the Function column in the readme are broken (#220)
• mismatch with torchvision resnets (#228)
• cannot match attention layer output to pytorch's one (#231)
• change ViT constructor's defaults (#232)
• change loadpretrain! to load the model_state (#234)
• pin the artifacts url to specific commit (#236)
• got unsupported keyword argument "inchannels" (#237)
• Release v0.8 (#240)

Merged pull requests:

• CompatHelper: bump compat for CUDA to 4, (keep existing compat) (#215) (@github-actions[bot])
• Natema/issue218 (#219) (@natema)
• Docs restructuring, part 1 (reland) (#221) (@theabhirath)
• Update buildkite (#222) (@CarloLucibello)
• remove some duplicate include (#223) (@CarloLucibello)
• add pytorch/torchvision porting and comparison script (#225) (@CarloLucibello)
• fix the torchvision porting script (#229) (@CarloLucibello)
• fix ViT model output + rewrite attention layer + adapt torchvision script (#230) (@CarloLucibello)
• automatize huggingface upload + change ViT defaults (#233) (@CarloLucibello)
• hook new weights (#235) (@CarloLucibello)
• set specific commit in Artifacts.toml (#239) (@CarloLucibello)
• Docs rehaul for v0.8 (#242) (@theabhirath)