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* add MobileViT * fixup * Update README.md Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com> * remove empty line Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com> * use clearer variable names * rename to MobileViTTransformerLayer * no longer inherit from nn.Sequential * fixup * fixup * not sure why this got added twice * rename organization for checkpoints * fix it up * Update src/transformers/models/mobilevit/__init__.py Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> * Update src/transformers/models/mobilevit/configuration_mobilevit.py Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> * Update src/transformers/models/mobilevit/configuration_mobilevit.py Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> * Update src/transformers/models/mobilevit/configuration_mobilevit.py Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> * Update tests/models/mobilevit/test_modeling_mobilevit.py Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> * Update src/transformers/models/mobilevit/modeling_mobilevit.py Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> * Update src/transformers/models/mobilevit/modeling_mobilevit.py Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> * Update src/transformers/models/mobilevit/modeling_mobilevit.py Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> * Update src/transformers/models/mobilevit/modeling_mobilevit.py Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> * code style improvements * fixup * Update docs/source/en/model_doc/mobilevit.mdx Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com> * Update docs/source/en/model_doc/mobilevit.mdx Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com> * Update src/transformers/models/mobilevit/configuration_mobilevit.py Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com> * Update src/transformers/models/mobilevit/configuration_mobilevit.py Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com> * download labels from hub * rename layers * rename more layers * don't compute loss in separate function * remove some nn.Sequential * replace nn.Sequential with new MobileViTTransformer class * replace nn.Sequential with MobileViTMobileNetLayer * fix pruning since model structure changed * fixup * fix doc comment * remove custom resize from feature extractor * fix ONNX import * add to doc tests * use center_crop from image_utils * move RGB->BGR flipping into image_utils * fix broken tests * wrong type hint * small tweaks Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com> Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
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Python