* Updated documentation for Donut model
* Update docs/source/en/model_doc/donut.md
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* Update docs/source/en/model_doc/donut.md
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* Update docs/source/en/model_doc/donut.md
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* Update docs/source/en/model_doc/donut.md
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* Updated code suggestions
* Update docs/source/en/model_doc/donut.md
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* Updated code suggestion to Align with the AutoModel example
* Update docs/source/en/model_doc/donut.md
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* Updated notes section included code examples
* close hfoption block and indent
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* Update model card for jamba
* Apply the suggestions from code review
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* Apply suggestions from code review-2
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* update model page.
* Apply suggestions from code review
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* Update as per code review.
* Update docs/source/en/model_doc/jamba.md as per code review
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* Update docs/source/en/model_doc/jamba.md as per code review
`
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* update as per code review.
* fixes
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* Improved Model card for Gemma2
* Made changes in gemma2 as suggested
* Made more changes in the doc (adding image, notes, closing hfoptions)
* minor fixes
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* Update Model card for gpt2
* Update link for gpt2 space
* fixes docs based on suggestions
* Add transformers-cli and quantization example for GPT-2
* Remove resources and flash attention docs and fix typos
* feat: edit falcon mamba card
* fix: edit statement on falconmamba arch
* Update docs/source/en/model_doc/falcon_mamba.md
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* Update docs/source/en/model_doc/falcon_mamba.md
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* Update docs/source/en/model_doc/falcon_mamba.md
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* fix: add right indent for tags
* fix: remove notas
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* model card for Mistral
* Update docs/source/en/model_doc/mistral.md
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* Apply suggestions from code review
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* Update docs/source/en/model_doc/mistral.md
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* Update docs/source/en/model_doc/mistral.md
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* Update docs/source/en/model_doc/mistral.md
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* Update docs/source/en/model_doc/mistral.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* apply suggestions
* fix typo
* updated with comments
* updated with comments
* updated with comments
* remove hfoption block
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* Update OpenAI GPT model card
* Update docs/source/en/model_doc/openai-gpt.md
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* Update docs/source/en/model_doc/openai-gpt.md
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* Update docs/source/en/model_doc/openai-gpt.md
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* Update docs/source/en/model_doc/openai-gpt.md
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* Update OpenAI GPT model card: add usage examples and notes section
* Add API autodoc tags after Notes section for OpenAI GPT model
* Update docs/source/en/model_doc/openai-gpt.md
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* Update docs/source/en/model_doc/openai-gpt.md
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* Update docs/source/en/model_doc/openai-gpt.md
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* Update docs/source/en/model_doc/openai-gpt.md
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* Update docs/source/en/model_doc/openai-gpt.md
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* Update docs/source/en/model_doc/openai-gpt.md
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* Update docs/source/en/model_doc/openai-gpt.md
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* Update docs/source/en/model_doc/openai-gpt.md
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* Update docs/source/en/model_doc/openai-gpt.md
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* Update docs/source/en/model_doc/openai-gpt.md
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* Update docs/source/en/model_doc/openai-gpt.md
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* Update docs/source/en/model_doc/openai-gpt.md
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* Update docs/source/en/model_doc/openai-gpt.md
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* Added missing badges
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* Updated T5 model card with standardized format
* Updated T5 model card with standardized format, fixed typo
* Update docs/source/en/model_doc/t5.md
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* Update docs/source/en/model_doc/t5.md
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* Update docs/source/en/model_doc/t5.md
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* Update docs/source/en/model_doc/t5.md
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* Update docs/source/en/model_doc/t5.md
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* Update docs/source/en/model_doc/t5.md
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* Update docs/source/en/model_doc/t5.md
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* Update docs/source/en/model_doc/t5.md
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* Update docs/source/en/model_doc/t5.md
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* Update docs/source/en/model_doc/t5.md
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* Apply reviewer suggestions
* Update docs/source/en/model_doc/t5.md
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Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* Updated model card for distilbert
* Updated the distilbert model card
* Updated model card for distilbert
* Updated the distilbert model card
* Addressed code review comments
* Addressed review comments
* fix pipeline
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Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* Update ELECTRA model card with new format
* Update ELECTRA model card with new format
* Update docs/source/en/model_doc/electra.md
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* Update docs/source/en/model_doc/electra.md
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* Update docs/source/en/model_doc/electra.md
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* Update docs/source/en/model_doc/electra.md
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* Update docs/source/en/model_doc/electra.md
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* Update docs/source/en/model_doc/electra.md
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* Update docs/source/en/model_doc/electra.md
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* Update docs/source/en/model_doc/electra.md
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* Update docs/source/en/model_doc/electra.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* close hfoption block
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Co-authored-by: Wun0 <f20191221@hyderabad.bits-pilani.ac.in>
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* Modify Model Card for ModernBERT.
* Update as per code review.
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* Update model card.
* Update model card.
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Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* Update code_llama.md
aims to handle https://github.com/huggingface/transformers/issues/36979#issuecomment-2758560598
sub part of https://github.com/huggingface/transformers/issues/36979
* Update docs/source/en/model_doc/code_llama.md
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* Update docs/source/en/model_doc/code_llama.md
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* Update docs/source/en/model_doc/code_llama.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* make changes as per code review
* chore: make the function smaller for attention mask visualizer
* chore[docs]: update code_llama.md with some more suggested changes
* Update docs/source/en/model_doc/code_llama.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* chore[docs] : Update code_llama.md with indentation changes
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* Update Cohere model card to follow standard template
* Update docs/source/en/model_doc/cohere.md
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* Update docs/source/en/model_doc/cohere.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* Update docs/source/en/model_doc/cohere.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* Update docs/source/en/model_doc/cohere.md
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* Update docs/source/en/model_doc/cohere.md
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* Update docs/source/en/model_doc/cohere.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* Update cohere.md
Update code snippet for AutoModel, quantization, and transformers-cli
* Update cohere.md
* Update docs/source/en/model_doc/cohere.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
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Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* feat: updated model card for qwen_2.5_vl
* applied suggested change 1
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* applied suggested change 2
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* applied suggested change 3
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* fix: made requested changes for quantization and notes
* suggeested model card change 4
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* updated model card wiht suggested change 5
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* updated model card wiht suggested change 6
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* updated model card wiht suggested change 7
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* feat: applied requested changes
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* Update qwen2.md
* Update qwen2.md
* Update qwen2.md
* Update qwen2.md
* Update docs/source/en/model_doc/qwen2.md
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* Update docs/source/en/model_doc/qwen2.md
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* Update docs/source/en/model_doc/qwen2.md
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* Update docs/source/en/model_doc/qwen2.md
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* Update docs/source/en/model_doc/qwen2.md
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* Update docs/source/en/model_doc/qwen2.md
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* Update docs/source/en/model_doc/qwen2.md
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* Update docs/source/en/model_doc/qwen2.md
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* Update docs/source/en/model_doc/qwen2.md
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* Update qwen2.md
* Update docs/source/en/model_doc/qwen2.md
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* Update docs/source/en/model_doc/qwen2.md
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* Update docs/source/en/model_doc/qwen2.md
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* Update docs/source/en/model_doc/qwen2.md
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* Update docs/source/en/model_doc/qwen2.md
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* Update docs/source/en/model_doc/qwen2.md
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* Update docs/source/en/model_doc/qwen2.md
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* Update docs/source/en/model_doc/qwen2.md
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* Update docs/source/en/model_doc/qwen2.md
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* Update docs/source/en/model_doc/qwen2.md
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* Update docs/source/en/model_doc/qwen2.md
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* Update docs/source/en/model_doc/qwen2.md
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* Update docs/source/en/model_doc/qwen2.md
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* Update docs/source/en/model_doc/qwen2.md
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* Update docs/source/en/model_doc/qwen2.md
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* Update docs/source/en/model_doc/qwen2.md
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* Update docs/source/en/model_doc/qwen2.md
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* Update docs/source/en/model_doc/qwen2.md
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* feat: updated model card for falcon
* fix:rewrite model description
* fix: add link to conversion script
* Update docs/source/en/model_doc/falcon.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* Update docs/source/en/model_doc/falcon.md
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* Update docs/source/en/model_doc/falcon.md
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* Update docs/source/en/model_doc/falcon.md
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* Update docs/source/en/model_doc/falcon.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* Update docs/source/en/model_doc/falcon.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* Update docs/source/en/model_doc/falcon.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* Update docs/source/en/model_doc/falcon.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* fix: Add suggested changes
* fix: typo in link for quantization
* Update docs/source/en/model_doc/falcon.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* Update docs/source/en/model_doc/falcon.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* fix: fix indent and close ticks
* fix: add indent
---------
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* Update clip.md
* Update docs/source/en/model_doc/clip.md
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* Update docs/source/en/model_doc/clip.md
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* Update docs/source/en/model_doc/clip.md
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* Incorporated suggested changes
* Update docs/source/en/model_doc/clip.md
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* Update docs/source/en/model_doc/clip.md
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* Update docs/source/en/model_doc/clip.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
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Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* Initial commit for Qwen3
* fix and add tests for qwen3 & qwen3_moe
* rename models for tests.
* fix
* fix
* fix and add docs.
* fix model name in docs.
* simplify modular and fix configuration issues
* Fix the red CI: ruff was updated
* revert ruff, version was wrong
* fix qwen3moe.
* fix
* make sure MOE can load
* fix copies
---------
Co-authored-by: Arthur Zucker <arthur.zucker@gmail.com>
* init commit
* style
* take comments into account
* add deepseekv3 modeling
* remove redundant code
* apply make style
* apply fix-copies
* make format
* add init files
* rename deepseekv3 into deepseek_v3 based on its model_type
* rename deepseekv3 into deepseek_v3 based on its model_type
* deepseek-v3 not deepseek_v3
* set model_type as deepseek_v3
* use default docs
* apply make
* fill type and docstring
* add rope_config_validation
* use custom DeepseekV3MLP
* hold code only for checkpoints congifuration; remove redundant
* revise rope yarn for DeepSeek variation
* rename DeepSeek-V3
* some refactoring
* revise load_hook to work properly; make moe func trainable; use llama instead of mixtral
* fix attention forward
* use -1 for not-changing dim when to use exapnd
* refactor DeepseekV3TopkRouter
* use reshape_for_rope instead of load_hook; revise attention forward for TP; rename q_head_dim with qk_head_dim
* register pre_hook and hook both
* make style
* use n_shared_experts
* Update src/transformers/models/deepseek_v3/configuration_deepseek_v3.py
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
* add test file
* update modeling_file according to modular file
* make style
* add mapping for DeepseekV3ForSequenceClassification
* remove aux_loss_alpha
* add deepseek_v3 for perf
* add deepseek_v3
* rename test as deepseekv3
* use tiny-deepseek-v3
* remove DeepseekV3ForSequenceClassification
* cache before padding
* remote output_router_logits
* Revert "remote output_router_logits"
This reverts commit f264f800d0.
* remove output_router_logits
* make e_score_correction_bias as buffer
* skip tests not compatible
* make style
* make e_score_correction_bias as buffer
* use rope_interleave instead of load_hook
* skip tests not compatible with MLA
* add doc for rope_interleave
* fix typo
* remove torch.no_grad for selecting topk
* fix post merge issue
* mrege with main and simplify
* nits
* final
* small fixes
* fix
* support TP better
* stash
* changes currently requires
* remove synch
* more fixes for TP
* temp fix for TP : some attention layers's FP8 scales are too small + shared is local colwise and anything is local if FP8 because weights are used
* updates to have generation work!
* push most of the changes
* reorder functions + call for contributions!
* update readme
* nits
* update
* ruff was updated on main
* merge with main and fix copies
* revert unrelated changes
* route all tokens to all experts when testing to avoid no gradient iddues
* finish fixing all tests
* fixup
* nit
* clean config
* last readme changes
* nit
* do cnit
* typo
* last nit
* one more one more
---------
Co-authored-by: Arthur Zucker <arthur.zucker@gmail.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
Co-authored-by: arthur@huggingface.co <arthur@ip-26-0-165-131.ec2.internal>
* no image
* test
* revert jax version updates
* make fixup
* update autodoc path for model_addition_debugger
* shieldgemma2
* add missing pages to toctree
* draft of model tracer visualiser
* add context manager in addition to decorator
* add debug utils to init
* move model debugging utils to dedicated file
* add documentation
* protect some imports
* format
* move and protect imports
* format
* doc: improve errors in case of broken dummy imports.
* format
* use automatic torch backend
* update doc
* fix backend
* (TEMP) move to dummies while backend wait
* update documentation
* doc
* add prompt depth anything model by modular transformer
* add prompt depth anything docs and imports
* update code style according transformers doc
* update code style: import order issue is fixed by custom_init_isort
* fix depth shape from B,1,H,W to B,H,W which is as the same as Depth Anything
* move prompt depth anything to vision models in _toctree.yml
* update backbone test; there is no need for resnet18 backbone test
* update init file & pass RUN_SLOW tests
* update len(prompt_depth) to prompt_depth.shape[0]
Co-authored-by: Joshua Lochner <admin@xenova.com>
* fix torch_int/model_doc
* fix typo
* update PromptDepthAnythingImageProcessor
* fix typo
* fix typo for prompt depth anything doc
* update promptda overview image link of huggingface repo
* fix some typos in promptda doc
* Update image processing to include pad_image, prompt depth position, and related explanations for better clarity and functionality.
* add copy disclaimer for prompt depth anything image processing
* fix some format typos in image processing and conversion scripts
* fix nn.ReLU(False) to nn.ReLU()
* rename residual layer as it's a sequential layer
* move size compute to a separate line/variable for easier debug in modular prompt depth anything
* fix modular format for prompt depth anything
* update modular prompt depth anything
* fix scale to meter and some internal funcs warp
* fix code style in image_processing_prompt_depth_anything.py
* fix issues in image_processing_prompt_depth_anything.py
* fix issues in image_processing_prompt_depth_anything.py
* fix issues in prompt depth anything
* update converting script similar to mllamma
* update testing for modeling prompt depth anything
* update testing for image_processing_prompt_depth_anything
* fix assertion in image_processing_prompt_depth_anything
* Update src/transformers/models/prompt_depth_anything/modular_prompt_depth_anything.py
Co-authored-by: Pavel Iakubovskii <qubvel@gmail.com>
* Update src/transformers/models/prompt_depth_anything/modular_prompt_depth_anything.py
Co-authored-by: Pavel Iakubovskii <qubvel@gmail.com>
* Update src/transformers/models/prompt_depth_anything/image_processing_prompt_depth_anything.py
Co-authored-by: Pavel Iakubovskii <qubvel@gmail.com>
* Update src/transformers/models/prompt_depth_anything/image_processing_prompt_depth_anything.py
Co-authored-by: Pavel Iakubovskii <qubvel@gmail.com>
* Update src/transformers/models/prompt_depth_anything/image_processing_prompt_depth_anything.py
Co-authored-by: Pavel Iakubovskii <qubvel@gmail.com>
* Update docs/source/en/model_doc/prompt_depth_anything.md
Co-authored-by: Pavel Iakubovskii <qubvel@gmail.com>
* Update docs/source/en/model_doc/prompt_depth_anything.md
Co-authored-by: Pavel Iakubovskii <qubvel@gmail.com>
* update some testing
* fix testing
* fix
* add return doc for forward of prompt depth anything
* Update src/transformers/models/prompt_depth_anything/modular_prompt_depth_anything.py
Co-authored-by: Pavel Iakubovskii <qubvel@gmail.com>
* Update tests/models/prompt_depth_anything/test_modeling_prompt_depth_anything.py
Co-authored-by: Pavel Iakubovskii <qubvel@gmail.com>
* fix prompt depth order
* fix format for testing prompt depth anything
* fix minor issues in prompt depth anything doc
* fix format for modular prompt depth anything
* revert format for modular prompt depth anything
* revert format for modular prompt depth anything
* update format for modular prompt depth anything
* fix parallel testing errors
* fix doc for prompt depth anything
* Add header
* Fix imports
* Licence header
---------
Co-authored-by: Joshua Lochner <admin@xenova.com>
Co-authored-by: Pavel Iakubovskii <qubvel@gmail.com>
* Disable inductor config setter by default
This is hard to debug and should be off by default
* remove default settings in autoquant too
* Add info to torchao.md about recommended settings
* satisfying Ruff format
Summary:
Test Plan:
Reviewers:
Subscribers:
Tasks:
Tags:
---------
Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>
