3361 Commits

Author	SHA1	Message	Date
Drew Ross	bb44d2a0f6	Update pegasus model card (#38675) ... * Update Pegasus model card * Fix transformers-cli command * Update code examples to use bfloat16 * Reverted code examples to use float16 * Fix typo, update checkpoints link * Update str formatting in code examples * Apply suggestions from code review Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Fix typo * Remove inaccurate badges * Revert badge removal * Apply suggestions from code review Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Include cache_implementation argument in quantization example --------- Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>	2025-06-11 10:56:25 -07:00
Marc Sun	11ad9be153	Better typing for num_items_in_batch (#38728) ... * fix * style * type checking ? * maybe this ? * fix * can't be an int anymore * fix	2025-06-11 16:26:41 +02:00
Pavel Iakubovskii	84710a4291	Add V-JEPA 2 (#38746) ... * adding model and conversion scripts * add imports to test vjepa conversion * fix imports and make conversion work * fix computation for short side * replace attention with library attention function * cleanup more attention classes * remove config overrides * add test cases, fix some of the failing ones * fix the model outputs * fix outputs of the model per review * fix too big model test case * fix styling __init__.py * fix initialization test * remove all asserts per review * update sorting unsorting logic as per feedback * remove is_video per review * remove another is_video segment * remove unwanted stuff * small fixes * add docstrings for the model * revert adding vjepa2 config here * update styling * add config docstrings (wip) * fix dpr issue * removed test failing issues * update styles * merge predictor configs into main config * remove processing code, add video processor * remove permute which is not necessary now * fix styles * updated vjepa2 to be in video_processing_auto * update comment for preprocessing * test integration test and fix the outputs * update test values, change test to look at repeated frames for a given image * add a simple video processing test * refactoring pixel_values_videos and upload ckpts to original * fix torch_fx test cases * remove unused config * add all config docstrings * add more integration tests * add basic doc * revert unwanted styling changes * working make fixup * Fix model_type in config * update attention implementation to fit new hf standards * fix the preprocessing logic, ensure it matches the original model * remove use_rope logic, cleanup * fix docstrings * Further cleanup, update doc * Fix model prefix * fix get_vision_features * VJEPA2Embeddings style refactor * nit, style comment * change modules default values * Only `str` activation in config * GradientCheckpointingLayer * fixup * fix conversion script * Remove return_dict * remove None return typehint * Refactor VJEPA2Layer, remove use_SiLU * Fix fx tests * dpr -> drop_path_rates * move *ModelOutput on top * format docs bit * update docs * update docs * update doc example * remove prune_heads from model * remove unused config params * refactor embed signature * Add vjepa to docs * Fix config docstring * update defaults * Update docs/source/en/model_doc/vjepa2.md Co-authored-by: Pedro Cuenca <pedro@huggingface.co> * Update docs/source/en/model_doc/vjepa2.md Co-authored-by: Pedro Cuenca <pedro@huggingface.co> * Fix import * Min refactoring * Update HUB_SOURCE and HUB_REPO in conversion script * Add missing headers * VJEPA -> V-JEPA in docs * Add image to doc * fix style * fix init weights * change checkpoint name in modeling tests --------- Co-authored-by: Koustuv Sinha <koustuv.sinha@mail.mcgill.ca> Co-authored-by: yonigozlan <yoni.gozlan@huggingface.co> Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com> Co-authored-by: Koustuv Sinha <koustuvsinha@gmail.com> Co-authored-by: Pedro Cuenca <pedro@huggingface.co>	2025-06-11 15:00:08 +01:00
RogerSinghChugh	aa798b7ac9	New canine model card (#38631) ... * Updated BERTweet model card. * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * updated toctree (EN). * Updated BERTweet model card. * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * updated toctree (EN). * Updated BERTweet model card. * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * updated toctree (EN). * Commit for new_gpt_model_card. * Update docs/source/en/model_doc/gpt_neo.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/gpt_neo.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/gpt_neo.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/gpt_neo.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/gpt_neo.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/gpt_neo.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/gpt_neo.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/gpt_neo.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * commit for new canine model card. * Update docs/source/en/model_doc/canine.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/canine.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/canine.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/canine.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/canine.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/canine.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * implemented suggestion by @stevhliu. * Update canine.md --------- Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>	2025-06-10 09:30:05 -07:00
Yana Mishula	81799d8b55	Standardize ByT5 model card format (#38699) ... * Standardize ByT5 model card format * Apply review feedback from @stevhliu * Fix Notes formatting and wording * Fix `aya_vision` test (#38674) * fix 1: load_in_4bit=True, * fix 2: decorateor * fixfix 2: breakpoint * fixfix 3: update * fixfix 4: fast * fixfix 5: cond * fixfix 5: cond * fixfix 6: cuda 8 * ruff * breakpoint * dtype * a10 * a10 --------- Co-authored-by: ydshieh <ydshieh@users.noreply.github.com> * Fix autodoc formatting for ByT5Tokenizer --------- Co-authored-by: Yih-Dar <2521628+ydshieh@users.noreply.github.com> Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>	2025-06-09 15:02:50 -07:00
Aashish Anand	b61c47f5a5	Created model card for xlm-roberta-xl (#38597) ... * Created model card for xlm-roberta-xl * Update XLM-RoBERTa-XL model card with improved descriptions and usage examples * Minor option labeling fix * Added MaskedLM version of XLM RoBERTa XL to model card * Added quantization example for XLM RoBERTa XL model card * minor fixes to xlm roberta xl model card * Minor fixes to mask format in xlm roberta xl model card	2025-06-09 13:00:38 -07:00
Aashish Anand	e594e75f1b	Update XLM-RoBERTa model documentation with enhanced usage examples and improved layout (#38596) ... * Update XLM-RoBERTa model documentation with enhanced usage examples and improved layout * Added CLI command example and quantization example for XLM RoBERTa model card. * Minor change to transformers CLI and quantization example for XLM roberta model card	2025-06-09 12:26:31 -07:00
Aashish Anand	29ca043856	Created model card for XLM model (#38595) ... * Created model card for XLM model * Revised model card structure and content of XLM model * Update XLM model documentation with improved examples and code snippets for predicting <mask> tokens using Pipeline and AutoModel.	2025-06-09 12:26:23 -07:00
Matthew Douglas	837ddac1ec	Docs: update bitsandbytes torch.compile compatibility (#38651)	2025-06-09 14:51:57 -04:00
Anthony	19224c3642	fix: "check out" as verb (#38678) ... "check out" as verb	2025-06-09 14:07:31 +00:00
Yao Matrix	dc76eff12b	remove ipex_optimize_model usage (#38632) ... * remove ipex_optimize_model usage Signed-off-by: YAO Matrix <matrix.yao@intel.com> * update Dockerfile Signed-off-by: root <root@a4bf01945cfe.jf.intel.com> --------- Signed-off-by: YAO Matrix <matrix.yao@intel.com> Signed-off-by: root <root@a4bf01945cfe.jf.intel.com> Co-authored-by: root <root@a4bf01945cfe.jf.intel.com>	2025-06-06 20:04:44 +02:00
Armaghan Shakir	31023b6909	Fix MiniMax (docs and integration tests checkpoint) (#38575) ... * update checkpoints for integration tests * minor fixes in docs	2025-06-06 08:43:11 +02:00
Vanshu	593e29c5e2	Updated Aria model card (#38472) ... * Update aria.md * Update aria.md * Suggested Updates - aria.md	2025-06-05 14:36:54 -07:00
Parag Ekbote	77cf4936fe	[Nit] Add Note on SigOpt being in Public Archive Mode (#38610) ... * add note on sigopt * update * Update docs/source/en/hpo_train.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> --------- Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>	2025-06-05 14:07:23 -07:00
Monish Singhal	c75bf2c36e	Fix typo in LLaVa documentation (#38618) ... * Fix typo in LLaVa documentation In exactly one section, LlavaImageProcessor was spelt wrongly as LLavaImageProcessor, which throws off copy-pasting the section. * Fix LlavaImageProcessor url to make it valid (and copypaste-able) Earlier, the URL contained the entire HF prefix. This commit removes that to ensure that the code block can be copied and run as is.	2025-06-05 13:25:07 -07:00
Henrik Matthiesen	1fed6166c0	added fast image processor for ZoeDepth and expanded tests accordingly (#38515) ... * added fast image processor for ZoeDepth and expanded tests accordingly * added fast image processor for ZoeDepth and expanded tests accordingly, hopefully fixed repo consistency issue too now * final edits for zoedept fast image processor * final minor edit for zoedepth fast imate procesor	2025-06-04 22:59:17 +00:00
RogerSinghChugh	8e1266de2b	New gpt neo model card (#38505) ... * Updated BERTweet model card. * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * updated toctree (EN). * Updated BERTweet model card. * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * updated toctree (EN). * Updated BERTweet model card. * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * updated toctree (EN). * Commit for new_gpt_model_card. * Update docs/source/en/model_doc/gpt_neo.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/gpt_neo.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/gpt_neo.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/gpt_neo.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/gpt_neo.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/gpt_neo.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/gpt_neo.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/gpt_neo.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> --------- Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>	2025-06-04 09:56:47 -07:00
Manal ML	1285aec4cc	Docs: fix code formatting in torchao docs (#38504)	2025-06-04 12:35:21 +00:00
Armaghan Shakir	55736eea99	Add support for MiniMax's MiniMax-Text-01 (#35831) ... * end-to-end architecture * lightning-attn: refactor, clean, optimize * put minimax_text_01 in other files * use latest __init__ standards and auto-generate modular * support attention_mask for lightning-attn * Revert "use latest __init__ standards and auto-generate modular" This reverts commit d8d3c409d8. * fix modular conversion * pass both attention masks instead of tuple * formatting * Updated Dynamic Cache * created MiniMaxText01Cache * fix hardcoded slope_rate * update attn_type_list in config * fix lightning when use_cache=False * copy tests from mixtral * (checkpoint) all tests pass for normal attention * fix all unittests * fix import sorting * fix consistency and formatting tests * fix config * update tests, since changes in main * fix seq_len error * create dummy docs * fix checkpoint * add checkpoint in config docstring * run modular_conversion * update docs * fix checkpoint path and update tests * fix ruff * remove repeated expected_slice * update docs * rename "minimax-text-01" to "minimax" * inherit config from mixtral * remove from docs in other languages * undo files that should be untouched * move minimax to end in conversation docs * use MiniMaxForCausalLM as it is * ruff fixes * run modular * fix docstring example in causallm * refactor attention loop and decay factors * refactor config in modular * run modular * refactor cache * rename static_cache to linear_cache * make positional embeddings necessary * remove unnecessary layernorms declarations * fix import in tests * refactor attention in next tokens * remove outdated code * formatting and modular * update tests * rename layernorm alpha/beta factors * register decay factors as buffers * remove unused declarations of decay factors * update config for alpha/beta factors * run modular * remove head_dim in tests * remove minimax from fx.py * remove stuff that is not really needed * update __init__ * update qkv torch.split Co-authored-by: Cyril Vallez <cyril.vallez@gmail.com> * fix qkv torch.split * quality fixes * remove mistakenly added dummy * purge unused ModelTester code * fix-copies * run fix-copies * fix head_dim * write cache formatting tests * remove postnorm * avoid contiguous in attention current states * update expected_slice * add generation test for integration * fix dtype in generation test * update authors * update with changes in main * update graident checkpointing and minor fixes * fix mutable attn_type_list * rename: attn_type -> layer_type * update for layer_types * update integration tests * update checkpoint * clean overview in docs --------- Co-authored-by: Shakib-IO <shakib.khan17@northsouth.edu> Co-authored-by: Cyril Vallez <cyril.vallez@gmail.com>	2025-06-04 09:38:40 +02:00
Steven Liu	78d771c3c2	[docs] Format fix (#38414) ... fix table	2025-06-03 09:53:23 -07:00
Driss Guessous	279000bb70	Name change AOPermod -> ModuleFqn (#38456) ... Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com> Co-authored-by: Mohamed Mekkouri <93391238+MekkCyber@users.noreply.github.com>	2025-06-03 15:43:31 +00:00
Tony Wu	c72ba69441	Add ColQwen2 to 🤗 transformers (#35778) ... * feat: add colqwen2 (wip) * tests: fix test_attention_outputs * tests: reduce hidden size to accelerate tests * tests: fix `test_attention_outputs` 🥳 * fix: fix wrong parent class for `ColQwen2ForRetrievalOutput` * fix: minor typing and style changes * chore: run `make style` * feat: remove redundant `max_num_visual_tokens` attribute in `ColQwen2Processor` * tests: tweak comments * style: apply ruff formatter * feat: move default values for `visual_prompt_prefix` and `query_prefix` * docs: update ColQwen2 model card * docs: tweak model cards * docs: add required example config checkpoint * tests: update expected scores in integration test * docs: tweak quickstart snippets * fix: address PR comments * tests: fix colqwen2 tests + tweak comment in colpali test * tests: unskip useful tests * fix: fix bug when `visual_prompt_prefix` or `query_prefix` is an empty string * fix: fix ColPali outputs when `return_dict == False` * fix: fix issue with PaliGemma output not being a dict * docs: set default dtype to bfloat16 in quickstart snippets * fix: fix error when `return_dict=False` in ColPali and ColQwen2 * tests: fix special tokens not being replaced in input_ids * style: fix lint * fix: `ColQwen2Processor`'s `padding_side` is now set from `processor_config.json` * fix: remove unused `padding_side` in ColQwen2 model * docs: update ColQwen2's model doc * fix: fix harcoded vlm backbone class in ColQwen2Config * fix: remove `padding_side` from ColQwen2Processor as should fed from kwargs * docs: fix typo in model docstring * docs: add illuin mention in model docs * fix: let `padding_size` be handled by `tokenizer_config.json` * docs: add colpali reference url in colqwen2's model doc * docs: add Hf mention in model docs * docs: add late interaction mention in model docs * docs: tweak colqwen2 model doc * docs: update reference checkpoint for ColPali to v1.3 * docs: simplify quickstart snippets * docs: remove redundant `.eval()` * refactor: use `can_return_tuple` decorator for ColPali and ColQwen2 * docs: fix copyright date * docs: add missing copyright in tests * fix: raise error when `initializer_range` is not in config * docs: remove redundant `.eval()` in colpali doc * fix: fix `get_text_config` now that Qwen2VL has a proper `text_config` attribute See https://github.com/huggingface/transformers/pull/37268 for details about changes in Qwen2VL's config. * fix: add missing `initializer_range` attribute in `ColQwen2Config` * fix: use `get_text_config` in `resize_token_embeddings` * update colwen2 with auto_docstring * docs: fix wrong copyright year * chore: remove `raise` as `initializer_range` has a default value in `ColQwen2Config` * refactor: merge `inner_forward` into `forward` * Refactor colqwen2 after refactoring of qwen2VL, use modular for modeling code * protect torch import in modular to protect in processing * protect torch import in modular to protect in processing * tests: fix hf model path in ColQwen2 integration test * docs: clarify `attn_implementation` and add comments * docs: add fallback snippet for using offline PIL dummy images * docs: temporarily revert attn_implementation to `None` while sdpa is not fixed * docs: tweaks in colpali/colqwen2 quick start snippets * fix: add missing flags to enable SDPA/Flex Attention in ColQwen2 model * fix: add missing changes in modular file * fix modeling tests --------- Co-authored-by: yonigozlan <yoni.gozlan@huggingface.co>	2025-06-02 12:58:01 +00:00
Joao Gante	beaed8ce01	[generate] move SinkCache to a custom_generate repo (#38399) ... remove sink cache	2025-06-02 12:13:30 +02:00
Fanli Lin	51d732709e	[docs] add xpu environment variable for gpu selection (#38194) ... * squash commits * rename gpu * rename accelerator * change _toctree.yml * Apply suggestions from code review Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> --------- Co-authored-by: sdp <sdp@a4bf01943ff7.jf.intel.com> Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>	2025-05-30 16:05:07 +00:00
Yuanzhou Cai	942c60956f	Model card for mobilenet v1 and v2 (#37948) ... * doc: #36979 * doc: update hfoptions * add model checkpoints links * add model checkpoints links * update example output * update style #36979 * add pipeline tags * improve comments * Apply suggestions from code review Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * apply suggested changes * Apply suggestions from code review Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> --------- Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>	2025-05-28 09:20:19 -07:00
Jiwook Han	9a8510572b	Updated the model card for ViTMAE (#38302) ... * Update vit_mae.md * badge float:right * Update docs/source/en/model_doc/vit_mae.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/vit_mae.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/vit_mae.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/vit_mae.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/vit_mae.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/vit_mae.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/vit_mae.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/vit_mae.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/vit_mae.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update model_doc/vit_mae.md * fix --------- Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>	2025-05-28 09:19:43 -07:00
Vanshu	c9fcbd5bf9	Updated the Model docs - for the ALIGN model (#38072) ... * Updated the Model docs - for the ALIGN model * Update docs/source/en/model_doc/align.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/align.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Updated align.md * Update docs/source/en/model_doc/align.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/align.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update align.md * fix --------- Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>	2025-05-28 09:19:09 -07:00
Andy Vu	3b3ebcec40	Updated model card for OLMo2 (#38394) ... * Updated OLMo2 model card * added command line * Add suggestions Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Added suggestions Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Indented code block as per suggestions --------- Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>	2025-05-27 16:24:36 -07:00
Tanuj Rai	a092f6babf	Update granite.md (#37791) ... * Update granite.md * Update docs/source/en/model_doc/granite.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/granite.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/granite.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * update granite.md * Update docs/source/en/model_doc/granite.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/granite.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/granite.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/granite.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/granite.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/granite.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * minor fixes --------- Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>	2025-05-27 12:55:15 -07:00
RogerSinghChugh	be7aa3210b	New bart model card (#37858) ... * Modified BART documentation wrt to issue #36979. * Modified BART documentation wrt to issue #36979. * fixed a typo. * Update docs/source/en/model_doc/bart.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bart.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bart.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bart.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bart.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bart.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * blank commit. --------- Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>	2025-05-27 11:51:41 -07:00
RogerSinghChugh	587c1b0ed1	Updated BERTweet model card. (#37981) ... * Updated BERTweet model card. * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * updated toctree (EN). * Updated BERTweet model card. * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * updated toctree (EN). * Updated BERTweet model card. * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/bertweet.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * updated toctree (EN). --------- Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>	2025-05-27 11:51:22 -07:00
RogerSinghChugh	b73faef52f	Updated BigBird Model card as per #36979. (#37959) ... * Updated BigBird Model card as per #36979. * Update docs/source/en/model_doc/big_bird.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/big_bird.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/big_bird.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/big_bird.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> --------- Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>	2025-05-27 11:24:28 -07:00
Madhav Kumar	538e847c06	Updated Zoedepth model card (#37898) ... * Edited zoedepth model card according to specifications. * Edited Zoedepth model file * made suggested changes.	2025-05-27 10:06:53 -07:00
Parag Ekbote	4f7b0ff8d1	Update Model Card for Mamba-2 (#37951) ... * update model page. * update model page. * Update docs/source/en/model_doc/mamba2.md Co-authored-by: Anton Vlasjuk <73884904+vasqu@users.noreply.github.com> * update the model page. * update. * Apply suggestions from code review Co-authored-by: Anton Vlasjuk <73884904+vasqu@users.noreply.github.com> * Apply the suggestions from code review Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * add an quantization example and update the toctree. * Apply suggestions from code review Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * remove the additional comma --------- Co-authored-by: Anton Vlasjuk <73884904+vasqu@users.noreply.github.com> Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>	2025-05-27 10:06:39 -07:00
eustlb	b9f8f863d9	[CSM] update model id (#38211) ... * update model id * codec_model eval * add processor img * use ungated repo for processor tests	2025-05-27 17:03:55 +02:00
eustlb	3142bd8592	[CSM] infer codec model with no_grad + audio eos label (#38215) ... * infer codec model with no_grad * codec_model eval * training labels: add audio eos token	2025-05-27 14:10:17 +00:00
Ragnar	63964b7c67	fix typos (#38336) ... * Update video_processor.md * Update deepseek_v3.md	2025-05-26 14:42:37 +00:00
Manuel de Prada Corral	78079abeff	Improved cache docs (#38060) ... * improved cache docs Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>	2025-05-26 13:53:41 +00:00
Kseniya Parkhamchuk	31f8a0fe8a	[docs]: update roformer.md model card (#37946) ... * Update roformer model card * fix example purpose description * fix model description according to the comments * revert changes for autodoc * remove unneeded tags * fix review issues * fix hfoption --------- Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>	2025-05-23 16:27:56 -07:00
Bryan C.	36f97ae15b	docs(swinv2): Update SwinV2 model card to new standard format (#37942) ... * docs(swinv2): Update SwinV2 model card to new standard format * docs(swinv2): Apply review suggestions Incorporates feedback from @stevhliu to: - Enhance the introductory paragraph with more details about scaling and SimMIM. - Generalize the tip from "image classification tasks" to "vision tasks". Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> --------- Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>	2025-05-23 13:04:13 -07:00
Aguedo	33d23c39ed	Update BioGPT model card (#38214) ... * Update BioGPT model card * Update docs/source/en/model_doc/biogpt.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/biogpt.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/biogpt.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/biogpt.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/biogpt.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/biogpt.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/biogpt.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/biogpt.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/biogpt.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/biogpt.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/model_doc/biogpt.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * correction for CPU fallback * added quantization code and method * fixed transformers-cli call --------- Co-authored-by: Aguedo <aguedo@fakeemail.com> Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>	2025-05-23 13:03:47 -07:00
Cyril Vallez	e0aad278fe	Never fallback to eager implicitly (#38327) ... * remove arg everywhere * Update warnings * add more models * Update sdpa_attention.py * fix style * fix * readd warnings but not for flex * Update test_modeling_common.py * skip * fix --------- Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>	2025-05-23 19:48:01 +02:00
Aaron V	d5f992f5e6	Enhance Model Loading By Providing Parallelism, Uses Optional Env Flag (#36835) ... * Get parallel loader working. Include tests. * Update the tests for parallel loading * Rename env variables. * Add docs for parallel model weight loading. * Touch up parallel model loading docs. * Touch up parallel model loading docs again. * Edit comment in test_modeling_utils_parallel_loading.py * Make sure HF_PARALLEL_LOADING_WORKERS is spelled correctly in modeling_utils.py * Correct times for parallelized loading, previous times were for a "hot" filesystem * Update parallel model loading so the spawn method is encapsulated. DRY up the code by leveraging get_submodule. * Update docs on model loading parallelism so that details on setting the multiprocessing start method are removed, now that the package handles this step internally. * Fix style on model loading parallelism changes. * Merge latest version of master's modeling_utils. * Removed unused variable. * Fix argument packing for the parallel loader. * Fix state dict being undefined in the parallel model loader. * Rename variables used in parallel model loading for clarity. Use get_module_from_name(). * Switch to the use of threads for parallel model loading. * Update docs for parallel loading. * Remove the use of json.loads when evaluating HF_ENABLE_PARALLEL_LOADING. Prefer simple casting. * Move parallelized shard loading into its own function. * Remove use of is_true(). Favor checking env var true values for HF_ENABLE_PARALLEL_LOADING. * Update copyright to 2025 in readme for paralell model loading. * Remove garbage collection line in load_shard_file, implicit garbage collection already occurs. * Run formatter on modeling_utils.py * Apply style fixes * Delete tests/utils/test_modeling_utils_parallel_loading.py --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: Cyril Vallez <cyril.vallez@huggingface.co>	2025-05-23 16:39:47 +00:00
Arthur	f5d45d89c4	🚨Early-error🚨 config will error out if output_attentions=True and the attn implementation is wrong (#38288) ... * Protect ParallelInterface * early error out on output attention setting for no wraning in modeling * modular update * fixup * update model tests * update * oups * set model's config * more cases * ?? * properly fix * fixup * update * last onces * update * fix? * fix wrong merge commit * fix hub test * nits * wow I am tired * updates * fix pipeline! --------- Co-authored-by: Lysandre <hi@lysand.re>	2025-05-23 17:17:38 +02:00
Joao Gante	54cd86708d	[custom_generate] don't forward custom_generate and trust_remote_code (#38304) ... * prevent infinite loops * docs * more links to custom generation methods	2025-05-23 14:49:39 +00:00
Jinan Zhou	135163e9c5	Expose AutoModelForTimeSeriesPrediction for import (#38307) ... * expose AutoModelForTimeSeriesPrediction for import * add in docs	2025-05-23 13:09:29 +00:00
Ryan Mullins	9eb0a37c9e	Adds use_repr to model_addition_debugger_context (#37984) ... * Adds use_repr to model_addition_debugger_context * Updating docs for use_repr option	2025-05-23 09:35:13 +00:00
Anton Vlasjuk	d95c864a25	🔴🔴🔴 [Attention] Refactor Attention Interface for Bart-based Models (#38108) ... * starting attn refactor for encoder decoder models via bart (eager + sdpa) * flash attention works, remove unnecessary code * flex attention support for bart!, gotta check if the renaming is not too aggressive * some comments * skip flex grad test for standalone as done with the other test * revert flex attn rename (for now), sdpa simplify, and todos * more todos * refactor mask creation for reuse * modular attempt at biogpt * first batch of other models * fix attn dropout * fix autoformer copies * hubert * another batch of models * copies/style + last round of bart models --> whisper next? * remove unnecessary _reshape function and remove copy to whisper * add skip for decoder-only models out of enc-dec (same as in bart) * bring back licences * remove comment, added to pr read instead * mostly docs * disable sew flex attn as it's unclear attn mask for now * oops * test fixes for enc-dec * torch fx fixes + try at flex attn * skip on mbart * some more fixes * musicgen skip / delete old attn class logic + sdpa compose compile skip * disable flex attn for musicgen, not worth the effort * more fixes and style * flex attention test for dropout and encoder decoder that dont have main input names * informer fixes * the weirdest thing I've encountered yet... * style * remove empty tensor attempt, found core root in previous commits * disable time series due to tests being very text centric on inputs * add speech to text to be ignoring the other attns, also due to tests * update docs * remaining issues resolved ? * update docs for current state --> nllb moe and pegasus x sdpa is questionable :D * some models have not set the is_causal flag... * change dtype in softmax tol old behaviour + some modular fixes * I hate it but it is what it is * fixes from main for bart * forgot this one * some model fixes * style * current status * marian works now * fixing some copies * some copy fixes + time series x informer * last models possibly and fixes on style/copies * some post merge fixes * more fixes * make attention interface callable and move warnings there * style lol * add comment to "unsupported" * remove callable interface and change interface warnings + some copies * fix * ternary is ugly af, make it simpler * how did that happen * fix flex attn test * failing the test * no more fallback! fixing copies next * style + attn fixed * fixing copies and mask creation * wrong copy * fixup tests and disable flex attn for now * fixup last tests?	2025-05-22 17:12:58 +02:00
Cyril Vallez	163138a911	🚨🚨[core] Completely rewrite the masking logic for all attentions (#37866) ... * start * start having a clean 4d mask primitive * Update mask_utils.py * Update mask_utils.py * switch name * Update masking_utils.py * add a new AttentionMask tensor class * fix import * nits * fixes * use full and quandrants * general sdpa mask for all caches * style * start some tests * tests with sliding, chunked * add styling * test hybrid * Update masking_utils.py * small temp fixes * Update modeling_gemma2.py * compile compatible * Update masking_utils.py * improve * start making it more general * Update masking_utils.py * generate * make it work with flex style primitives! * Update masking_utils.py * Update masking_utils.py * Update masking_utils.py * improve * Update cache_utils.py * Update masking_utils.py * simplify - starting to look good! * Update masking_utils.py * name * Update masking_utils.py * style * Update masking_utils.py * Update masking_utils.py * Update masking_utils.py * Update masking_utils.py * small fix for flex * flex compile * FA2 * Update masking_utils.py * Escape for TGI/vLLM! * Update masking_utils.py * Update masking_utils.py * Update masking_utils.py * General case without cache * rename * full test on llama4 * small fix for FA2 guard with chunk * Update modeling_gemma2.py * post rebase cleanup * FA2 supports static cache! * Update modeling_flash_attention_utils.py * Update flex_attention.py * Update masking_utils.py * Update masking_utils.py * Update utils.py * override for export * Update executorch.py * Update executorch.py * Update executorch.py * Update executorch.py * Update masking_utils.py * Update masking_utils.py * output attentions * style * Update masking_utils.py * Update executorch.py * Add doicstring * Add license and put mask visualizer at the end * Update test_modeling_common.py * fix broken test * Update test_modeling_gemma.py * Update test_modeling_gemma2.py * Use fullgraph=False with FA2 * Update utils.py * change name * Update masking_utils.py * improve doc * change name * Update modeling_attn_mask_utils.py * more explicit logic based on model's property * pattern in config * extend * fixes * make it better * generalize to other test models * fix * Update masking_utils.py * fix * do not check mask equivalence if layer types are different * executorch * Update modeling_gemma2.py * Update masking_utils.py * use layer_idx instead * adjust * Update masking_utils.py * test * fix imports * Update modeling_gemma2.py * other test models * Update modeling_llama4.py * Update masking_utils.py * improve * simplify * Update masking_utils.py * typos * typo * fix * Update masking_utils.py * default DynamicCache * remove default cache * simplify * Update masking_utils.py * Update masking_utils.py * Update masking_utils.py * Update masking_utils.py * simplify * Update masking_utils.py * Update masking_utils.py * Update masking_utils.py * export * Update executorch.py * Update executorch.py * Update flex_attention.py * Update executorch.py * upstream to modular gemma 1 & 2 * Update modular_mistral.py * switch names * use dict * put it in the Layer directly * update copy model source for mask functions * apply so many modular (hopefully 1 shot) * use explicite dicts for make style happy * protect import * check docstring * better default in hybrid caches * qwens * Update modular_qwen2.py * simplify core logic! * Update executorch.py * qwen3 moe * Update masking_utils.py * Update masking_utils.py * simplify a lot sdpa causal skip * Update masking_utils.py * post-rebase * gemma3 finally * style * check it before * gemma3 * More general with newer torch * align gemma3 * Update utils.py * Update utils.py * Update masking_utils.py * Update test_modeling_common.py * Update flex_attention.py * Update flex_attention.py * Update flex_attention.py * test * executorch * Update test_modeling_common.py * Update masking_utils.py * Update masking_utils.py * Update masking_utils.py * Update masking_utils.py * Update executorch.py * Update test_modeling_common.py * fix copies * device * sdpa can be used without mask -> pass the torchscript tests in this case * Use enum for check * revert enum and add check instead * remove broken test * cohere2 * some doc & reorganize the Interface * Update tensor_parallel.py * Update tensor_parallel.py * doc and dummy * Update test_modeling_paligemma2.py * Update modeling_falcon_h1.py * Update masking_utils.py * executorch patch * style * CIs * use register in executorch * final comments! --------- Co-authored-by: Arthur Zucker <arthur.zucker@gmail.com>	2025-05-22 11:38:26 +02:00
Joao Gante	f8630c778c	[Whisper] handle deprecation of forced_decoder_ids (#38232) ... * fix * working saved forced_decoder_ids * docstring * add deprecation message * exception message ordering * circular import comment	2025-05-22 09:16:38 +00:00