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3174 Commits

Author SHA1 Message Date
汪志鹏
33c6fdb2cf Update VITS model card (#37335) 
* Update VITS model card

* Update docs/source/en/model_doc/vits.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/vits.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/vits.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/vits.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update vits.md

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2025-04-15 13:16:05 -07:00
Parteek
51f544a4d4 Add Fast Conditional-DETR Processor (#37071) 
* Add Fast Conditional-DETR Processor

* Update image_processing_conditional_detr_fast.py

* Add modular_conditional_detr.py

* Update image_processing_conditional_detr_fast.py

* Update tests

* make fix

---------

Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>
 2025-04-15 18:33:34 +02:00
Parteek
4f1dbe8152 Add Fast Chinese-CLIP Processor (#37012) 
* Add Fast Chinese-CLIP Processor

* Update dummy_torchvision_objects.py

* Fix tests
 2025-04-15 18:31:20 +02:00
Merve Noyan
c08997c52e VDR task guide (#37485) 
* VDR task guide

* Add to toctree

* Update docs/source/en/tasks/visual_document_retrieval.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/tasks/visual_document_retrieval.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/tasks/visual_document_retrieval.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/tasks/visual_document_retrieval.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/tasks/visual_document_retrieval.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/tasks/visual_document_retrieval.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/tasks/visual_document_retrieval.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/tasks/visual_document_retrieval.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/tasks/visual_document_retrieval.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/tasks/visual_document_retrieval.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2025-04-15 08:55:13 -07:00
Yao Matrix
57da364d8e fix and enhance pipeline_webserver.md (#36992) 
* fix and enhance pipeline_webserver.md

Signed-off-by: Yao, Matrix <matrix.yao@intel.com>

* Update docs/source/en/pipeline_webserver.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/pipeline_webserver.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* use pipe

Signed-off-by: YAO Matrix <matrix.yao@intel.com>

---------

Signed-off-by: Yao, Matrix <matrix.yao@intel.com>
Signed-off-by: YAO Matrix <matrix.yao@intel.com>
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2025-04-15 08:35:05 -07:00
Parteek
f6c79f767c Add Fast Yolos Processor (#37292) 
* Add Fast Yolos Processor

* Update modular file

* Fix copies

---------

Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>
 2025-04-15 14:23:08 +02:00
Huajie Tan
6f7ea1cf00 Add MLCD model (#36182) 
* Add MLCD model

* Update codes for auto-mapping

* Add test scripts for MLCD

* Update doc for MLCD model

* Fix import error

* Fix import error

* Fix CI error for attention_outputs

* Fix code style for CI

* Fix code style for CI

* Fix code style for CI

* Fix code style for CI

* Fix code style for CI

* Fix CI error for initialization

* Fix code style for CI

* Fix code style for CI

* Reformat codes and docs for CI test

* Reformat codes and docs for CI test

* Remove unused attributes for CI test

* Fix style for CI test

* List MLCD in flash_attn doc

* Fix: typos, modulars, refactors from suggestions

* Refactoring convert_mlcd_weights_to_hf.py from suggestions

* Fix: docs conflicts

* Fix error for CI test

* Fix style for CI test

* Add integration test for MLCD

* Refactoring by class inheritance

* Fix: refactor attention interface, adjust codes

* Fix: merging conflicts

* Fix: merging conflicts

* Fix: style for CI test

* Fix: style for CI test

* Fix: set test_resize_embeddings to be False

* Fix: initializer for CI test

* Fix: conflicts, CI test, warning and refactoring

* Fix: merging conflicts

* Refactor

* Update docs

* Fix mistakes

* Remove unused args and fix multi-gpu error

* Revert position_embeddings

* Solve conflicts

* Solve conflicts

* Remove dummy

* Update _init_weights

* Update _init_weights

* Update _init_weights for CI test
 2025-04-15 11:33:09 +01:00
Parteek
20ceaca228 Add Fast owlvit Processor (#37164) 
* Add Fast Owlvit Processor

* Update image_processing_owlvit_fast.py

* Update image_processing_owlvit_fast.py

---------

Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>
 2025-04-14 17:58:09 +02:00
Parteek
a53a63c9c2 Add Fast Mobilenet-V2 Processor (#37113) 
Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>
 2025-04-14 17:08:47 +02:00
Yann Chéné
4774a39d05 Add ImageProcessorFast to BiT processor (#37180) 
* Add ImageProcessorFast to BiT processor

* propose a fast processor and add tests

* all tests pass except one

* run make

* remove useless print

* use same test as clip

* apply make

* Update src/transformers/models/bit/image_processing_bit_fast.py

Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>

* Update setup.py

Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>

* Update src/transformers/models/bit/image_processing_bit_fast.py

Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>

* apply review comment

---------

Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>
 2025-04-14 17:07:48 +02:00
Parteek
e43f168eb3 Add Fast LeViT Processor (#37154) 
* Add Fast LeViT Processor

* Update levit.md

* Update src/transformers/models/levit/image_processing_levit_fast.py

Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>

* ruff check

---------

Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>
 2025-04-14 17:07:36 +02:00
Vinh H. Pham
7cc9e61a3a Add Fast Image Processor for Donut (#37081) 
* add donut fast image processor support

* run make style

* Update src/transformers/models/donut/image_processing_donut_fast.py

Co-authored-by: Parteek <parteekkamboj112@gmail.com>

* update test, remove none default values

* add do_align_axis = True test, fix bug in slow image processor

* run make style

* remove np usage

* make style

* Apply suggestions from code review

* Update src/transformers/models/donut/image_processing_donut_fast.py

Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>

* add size revert in preprocess

* make style

* fix copies

* add test for preprocess with kwargs

* make style

* handle None input_data_format in align_long_axis

---------

Co-authored-by: Parteek <parteekkamboj112@gmail.com>
Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>
 2025-04-14 16:24:01 +02:00
Vinh H. Pham
1897a02d83 Add Fast Image Processor for LayoutLMv3 (#37201) 
* support fast image processor layoutlmv3

* make style

* add warning and update test

* make style

* Update src/transformers/models/layoutlmv3/image_processing_layoutlmv3_fast.py

* Update image_processing_auto.py

---------

Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>
 2025-04-14 15:42:11 +02:00
Cypher Pepe
7bff4bdcf6 Fixed broken links (#37466) 
* Update broken link

* Update broken link
 2025-04-14 14:16:07 +01:00
Vinh H. Pham
e16775d103 Add Fast Image Processor for LayoutLMv2 (#37203) 
* add support layoutlmv2

* make style

* Apply suggestions from code review

Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>

* add warning and clean up

* make style

* Update src/transformers/models/layoutlmv2/image_processing_layoutlmv2_fast.py

Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>

---------

Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>
 2025-04-14 15:06:41 +02:00
Vinh H. Pham
49b9a69a36 Add Fast Image Processor for Flava (#37135) 
* support flava fast image processor

* run style and quality

* update test

* update according to reviews

* make style

* update comment on BICUBIC

* make style

---------

Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>
 2025-04-14 15:05:31 +02:00
Vinh H. Pham
e7f5724efd Add Fast Image Processor for Perceiver (#37176) 
* add test and fast image processor

* make style

* Update src/transformers/models/perceiver/image_processing_perceiver_fast.py

Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>

* make style

---------

Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>
 2025-04-14 13:49:13 +02:00
BakerBunker
4b8c6d4cf8 Add Qwen2.5-Omni (#36752) 
* Add qwen2.5-omni

* Remove einops dependency

* Add torchdiffeq dependency

* Sort init

* Add torchdiffeq to extras['diffeq']

* Fix repo consistency

* use cached_file

* del odeint

* renew pytest

* format

* Remove torchdiffeq

* format

* fixed batch infer bug

* Change positional_embedding to parameter

* Change default speaker

* Config revision

* Use modular & code clean

* code clean

* decouple padding with model & code cleaning

* sort init

* fix

* fix

* Second code review

* fix

* fix

* rename vars to full name + some comments

* update pytest

* Code clean & fix

* fix

* style

* more clean up

* fixup

* smaller vision model in tests

* fix processor test

* deflake a bit the tests (still flaky though)

* de-flake tests finally + add generation mixin

* final nits i hope

* make sure processor tests are complete

* replace with Qwen2_5OmniForConditionalGeneration

* fix tests after updating ckpt

* fix typos when cleaning, also we can't change ckpt

* fixup

* images and videos kwargs for processor

* thinker and talker loadable from hub ckpt

* address comments and update tests after rebase

* fixup

* skip for now

* fixup

* fixup

* remove torch dependency in processors

---------

Co-authored-by: lvyuanjun.lyj <lvyuanjun.lyj@alibaba-inc.con>
Co-authored-by: feizi.wx <feizi.wx@alibaba-inc.com>
Co-authored-by: raushan <raushan@huggingface.co>
 2025-04-14 12:36:41 +02:00
Joao Gante
aaf129cdae [agents] remove agents 🧹 (#37368) 2025-04-11 18:42:37 +01:00
Alex Brooks
623d395aff Add Granite Speech Support (#36801) 
* First pass at speech granite

Add encoder / projector, rename things

* Combine into one model file with causal lm outputs for forward

* Add loss calc

* Fix config loading

Signed-off-by: Alex-Brooks <Alex.brooks@ibm.com>

* Split new / old loading logic

* Use transformers integration for loading peft adapters

* Add generation wrapper for selective lora enablement

* Add note for qformer encoder automodel

* Guard torch/audio imports in feature extractor

* Handle granite speech autoclasses

* Handle optional deps in package structure for granite speech

* Add granite pretrained model def for init

* Add dummy objects for torch/torchaudio

* Add tests for granite speech processor

* Minor formatting fixes and refactoring

* Add options for falling back to config in forward

* Tentative model docstrings for granite speech

* Fix config type

* Remove legacy load

* Allow non-lora variants for granite speech

* Override weight tying for llm

* Use text config instead of llm config

* Add output embeddings getter to fix weight tying

* Fix relative imports

* computing the number of audio features, based on the raw audio sequence.

* collating audio inputs, and keeping the original lengths.

* asserted we have text. otherwise we can't specify the audio special token.

* assering the number of audio-symbols/audios match correctly.
running get validated_audios only when audio is present

* indentation bugfix + supporting different feature lengths when expanding audio.

* redundant, done in _get_validated_text

* adapting the tests:
- we must have text (not either audio or text)
- _get_num_audio_features takes a list of raw lengths, provided it insetad.

* Minor cleanup, remove unused import

* Add more tests for batch feature processing

* Allow setting offset in rel position embeddings

* Add config option for warning if peft is not installed w/ lora

* Port blip2 qformer code into granite speech

* Add sad test for numpy arr processing

* Allow numpy arrays / tuples in granite speech processor

* Fix config type for projector

* - pad instead of creating a zeros tensor, to keep the original dtype/device (support bfloat16)
- cast input_features to the model dtype (support bfloat16)

* merge Blip2QFormerConfig to GraniteSpeechProjectorConfig

* prevent a crash when re-saving/loading the model (line 109)

* consider additional edge cases during preprocessing.

* consider additional edge cases during preprocessing.

* add features mask for batched inference (bugfix)

* Minor refactor, remove multiaudio processor tests

* Add set input/output embeddings for granite speech

* Fix feature dim check in processor test

* Pop input features in embed test for granite speech

* Small fixes for test edge cases

Add granite speech to seq2seq causal lm mapping names

* Add small tests for granite speech model

* Fix data parallelism test

* Standardize model class names

* Fix check for copies

* Fix misaligned init check

* Skip granite speech in checkpoint check

* Use default for tie_word_embeddings in granite speech

* Fix non documentation granite speech repo issues

* Fix comments and docstring checks

* Add placeholder docs for granite speech

* Fix test naming collision

* Code formatting

* Rerun torch dummy obj regen

* Fix save pretrained for granite speech

* Import sorting

* Fix tests typo

* Remove offset hack

* Pass args through encoder config

* Remove unused prune heads from blip2

* removing einsum. replaced with explicit multiplication (relative positional encodings) and sdpa attention.

* remove Sequential from ConformerFeedForward and ConformerConvModule. + fix for sdpa attention

* remove GraniteSpeechConformerScale

* rename to hidden_states

* rename conformer layers to self.layers, remove the first linear from the list to keep the list homogenous.

* move pre-norm to the attention/feedforward blocks (avoid complex module wrapping)

* adding pre_norm into forward

* feature extractor refactoring to resemble how it's done in phi4multimodal.

* rename feature_extractor to audio_processor

* bugfix: input_feature_mask fix to get the exact number tokens.

* Fix pytest decorator in processor test

* Add (disabled) integration tests for granite speech

* Fix handling of optional feature masking

* Loosen validation in processing for vLLM compatability

* Formatting fixes

* Update init structure to mirror llama

* Make granite speech projector generic

* Update test config to reflect generic projector

* Formatting fixes

* Fix typos, add license

* Fix undefined var in input processing

* Cleanup and expose ctc encoder

* Add missing config docstrings

* Better var names, type hints, etc

* Set attn context size in init

* Add max pos emb to encoder config

* Cleanup feature extractor

* Add granite speech architecture details

* Remove granite speech qformer ref

* Add paper link, explicit calc for qkv

* Calculate padding directly in depthwise conv1d init

* Raise value error instead of asserting

* Reorder class defs (classes used at top)

* Precompute relpos distances

* Run formatting

* Pass attention distances through forward

* Apply suggestions from code review

Co-authored-by: eustlb <94853470+eustlb@users.noreply.github.com>

* Add todo for using common batch feature extraction

* Rename audios/features

* Ensure chat template may be provided to processor

* Move granite speech docs to audio models

* Add todos for input proc refactoring

* Fix import order

* Guard torch import

* Use relative imports

* Require torch backend for processor in granite speech

* Add backend guards in feature extractor

---------

Signed-off-by: Alex-Brooks <Alex.brooks@ibm.com>
Co-authored-by: Avihu Dekel <avihu.dekel@ibm.com>
Co-authored-by: eustlb <94853470+eustlb@users.noreply.github.com>
 2025-04-11 18:52:00 +02:00
Lysandre Debut
54a123f068 Simplify soft dependencies and update the dummy-creation process (#36827) 
* Reverse dependency map shouldn't be created when test_all is set

* [test_all] Remove dummies

* Modular fixes

* Update utils/check_repo.py

Co-authored-by: Pablo Montalvo <39954772+molbap@users.noreply.github.com>

* [test_all] Better docs

* [test_all] Update src/transformers/commands/chat.py

Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>

* [test_all] Remove deprecated AdaptiveEmbeddings from the tests

* [test_all] Doc builder

* [test_all] is_dummy

* [test_all] Import utils

* [test_all] Doc building should not require all deps

---------

Co-authored-by: Pablo Montalvo <39954772+molbap@users.noreply.github.com>
Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>
 2025-04-11 11:08:36 +02:00
Mehant Kammakomati
7d76876498 (Part 2) feat: allow for tp_size attr for tplizing the model (#37054) 
* feat: custom tp_size, new transformers tp interface

Signed-off-by: Mehant Kammakomati <mehant.kammakomati2@ibm.com>

* fix: review cmt - error when tp_plan not set for tp_size

Signed-off-by: Mehant Kammakomati <mehant.kammakomati2@ibm.com>

* fix: nit in docs

Signed-off-by: Mehant Kammakomati <mehant.kammakomati2@ibm.com>

---------

Signed-off-by: Mehant Kammakomati <mehant.kammakomati2@ibm.com>
Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>
Co-authored-by: Matej Sirovatka <54212263+S1ro1@users.noreply.github.com>
 2025-04-10 17:44:09 +02:00
AbdelKarim ELJANDOUBI
7ecc5b88c0 Add image classifier donut & update loss calculation for all swins (#37224) 
* add classifier head to donut

* add to transformers __init__

* add to auto model

* fix typo

* add loss for image classification

* add checkpoint

* remove no needed import

* reoder import

* format

* consistency

* add test of classifier

* add doc

* try ignore

* update loss for all swin models
 2025-04-10 15:00:42 +02:00
Raushan Turganbay
1ae8d54b04 [chat-template] Unify tests and clean up 🧼 (#37275) 
* fix tests and some clean up

* make one general test for each modality

* remove redundant merging of kwargs

* edge cases

* dont enforce slow when reloading

* fix gemma3 tests

* has to adapt llama 4 after rebase

* remove also from overriden tests

* should be green now
 2025-04-10 14:42:32 +02:00
DerekLiu35
2527f71a47 Add "selecting a quantization method" doc (#37159) 
* initial draft

* make documentation simpler

* Update docs/source/en/quantization/selecting.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/quantization/selecting.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/quantization/selecting.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/quantization/selecting.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/quantization/selecting.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/quantization/selecting.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/quantization/selecting.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/quantization/selecting.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/quantization/selecting.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/quantization/selecting.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* turn pros and cons into tables

* Apply suggestions from code review

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* add links to each quant method page

* separate calibration vs no calibration methods

* add calibration time estimates

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2025-04-09 15:51:37 +02:00
Arthur
e3eda6d188 Add glm4 (#37388) 
* add changed

* Revert "add changed"

This reverts commit 0a0166a1fe80556115a49fbf0c2132de0f4f85c9.

* update with NEW MODEL class called GLM4

* update

* Update glm4.md

* Name

* style

* fix copies

* fixup test

---------

Co-authored-by: Yuxuan Zhang <2448370773@qq.com>
 2025-04-09 14:02:04 +02:00
logesh R
31a62c2eb8 Updated Model-card for donut (#37290) 
* Updated documentation for Donut model

* Update docs/source/en/model_doc/donut.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/donut.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/donut.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/donut.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Updated code suggestions

* Update docs/source/en/model_doc/donut.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Updated code suggestion to Align with the AutoModel example

* Update docs/source/en/model_doc/donut.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Updated notes section included code examples

* close hfoption block and indent

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2025-04-07 11:54:47 -07:00
Parag Ekbote
e2b0224d94 Update Model Card for Jamba (#37152) 
* Update model card for jamba

* Apply the suggestions from code review

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* 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

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* 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

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2025-04-07 11:02:59 -07:00
Devesh Rahatekar
6cc109c354 Improvements in Gemma2 model card (#37076) 
* Improved Model card for Gemma2

* Made changes in gemma2 as suggested

* Made more changes in the doc (adding image, notes, closing hfoptions)

* minor fixes

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2025-04-07 10:51:26 -07:00
Ashvanth.S
3a826a45ca Update Model card for GPT2 (#37101) 
* 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
 2025-04-07 10:15:28 -07:00
Ricardo Alanis
5e855095a2 Update falcon mamba card (#37253) 
* feat: edit falcon mamba card

* fix: edit statement on falconmamba arch

* Update docs/source/en/model_doc/falcon_mamba.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/falcon_mamba.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/falcon_mamba.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* fix: add right indent for tags

* fix: remove notas

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2025-04-07 10:12:44 -07:00
Shubham Panchal
416b5a875d Update model-card for DINOv2 (#37104) 
[docs] Update model-card for DINOv2
 2025-04-07 10:11:08 -07:00
Nahieli
f8a16805c5 updated model card for Mistral (#37156) 
* model card for Mistral

* Update docs/source/en/model_doc/mistral.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Apply suggestions from code review

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/mistral.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/mistral.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/mistral.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* 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

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2025-04-07 10:05:36 -07:00
Yih-Dar
e7ad077012 byebye torch 2.0 (#37277) 
* bump Torch 2.1 with broken compatibility `torch.compile`

* dep table

* remove usage of is_torch_greater_or_equal_than_2_1

* remove usage of is_torch_greater_or_equal_than_2_1

* remove if is_torch_greater_or_equal("2.1.0")

* remove torch >= "2.1.0"

* deal with 2.0.0

* PyTorch 2.0+ --> PyTorch 2.1+

* ruff 1

* difficult ruff

* address comment

* address comment

---------

Co-authored-by: Jirka B <j.borovec+github@gmail.com>
Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
 2025-04-07 15:19:47 +02:00
Arthur
25b7f27234 Add llama4 (#37307) 
* remove one of the last deps

* update fast image processor after refactor

* styling

* more quality of life improvements

* nit

* update

* cleanups

* some cleanups

* vllm updates

* update fake image token

* [convert] Fix typo

* [convert] Strip extraneous bytes from shards

* [convert] Minor fixes

* [convert] Use num_experts

* multi-image fixes in modeling + processor

* fixup size

* 128 experts

* Use default rope

* Unfuse mlp

* simplify a lot inputs embeds merging

* remove .item() 👀

* fix from review

* Address feedback

* Use None "default" for rope_scaling. Add eot.

* set seed

* return aspect ratios and bug fixes

* Moe 128 rebased (#8)

* 128 experts

* Use default rope

* Unfuse mlp

* Address feedback

* Use None "default" for rope_scaling. Add eot.

* Meta/llama quant compat (#7)

* add quant compatible model & conversion code for llama4

* fix a few issues

* fix a few issues

* minor type mapping fix

---------

Co-authored-by: Lu Fang <fanglu@fb.com>

* use a new config parameter to determine which model definition to use for MoE

---------

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
Co-authored-by: Lu Fang <fanglu@fb.com>

* un-comment write_tokenizer from converting script

* remove un-used imports

* [llama4] Pop aspect_ratios from image processor output in Llama4Processor

Signed-off-by: Jon Swenson <jmswen@gmail.com>

* Fix parameter_count name

* Update src/transformers/models/llama4/configuration_llama4.py

* nit

* Add changes for no_rope, moe_layers, chunked attention. Just need to test all

* Update src/transformers/models/llama4/image_processing_llama4_fast.py

* nit

* fix post merge with main

* support flex attention

* fixes

* fix

* add layer

* small updates

* rebase and delete llm_compressor

* nit

* [llama4/mm] Add back <|image|> token that delimits global tile

* [llama4/mm] Fix Llama 4 image processing unit tests

* add explicit dtype

Signed-off-by: Jon Swenson <jmswen@gmail.com>

* sdpa works

* comment todo small

* fix model loading

Signed-off-by: Zijing Liu <liuzijing2014@gmail.com>

* revert

* nits

* small fix for TP on 1 node

* Read new params from config

* Add <|eom|>

* lol don't know how this got here

* adding fp8

* Save processor, fix chat template

* style

* Add boi/eoi tokens

We don't use them.

* fixes for now flex seems to work :)

* updates

* nits

* updates

* missking keys

* add context parallel

* update

* update

* fix

* nits

* add worldsize and make eager attn work for vision

* Ignore new key present in base models

* add tp_plan

* fix nope

Signed-off-by: Zijing Liu <liuzijing2014@gmail.com>

* minor fix

Signed-off-by: Zijing Liu <liuzijing2014@gmail.com>

* Clean up Llama4 vision model

* current updates

* add support for `attn_temperature_tuning`

* add floor scale

* add missing attn scales

* push what works, dirty trick for the device synch

* oups

* Fix pad_token_id

See
https://huggingface.co/ll-re/Llama-4-Scout-17B-16E/discussions/2/files
Confirmed in the original codebase.

* fix causallml loading

* rm

* fix tied-weights

* fix sdpa

* push current version

* should work with both short and long

* add compressed_tensos & fix fbgemm tp

* Fix flex impl

* style

* chunking

* try to revert the potentially breaking change

* fix auto factory

* fix shapes in general

* rm processing

* commit cache utils cleanup

* Fix context length

* fix

* allocate

* update tp_plan

* fix SDPA!

* Add support for sparse `Llama4TextMoe` layer from the kernel hub

* cleanup

* better merge

* update

* still broken fixing now

* nits

* revert print

* Write max_position_embeddings and max_model_length

* Update modeling_llama4.py

* Save attention_chunk_size

* Sync eos terminators

* Read initializer_range

* style

* remove `dict`

* fix

* eager should use `chunked_attention_mask`

* revert

* fixup

* fix config

* Revert "Merge pull request #36 from huggingface/sparse-llama4-moe"

This reverts commit ccda19f050867dd42ea143c5de60f3dec81375f0, reversing
changes made to a515579aed8c0fe9bf529b6c40446a289406d5d6.

* Fix typo and remove warning with compiled flex and chunked prefill

* Fix MoE vs FF (#41)

* fix

* Use correct no_rope_layers if provided one is empty list

* update tests

* fix

* skipping some tests

* fix fp8 loading

Signed-off-by: Zijing Liu <liuzijing2014@gmail.com>

* fix text geneartion pipeline

Signed-off-by: Zijing Liu <liuzijing2014@gmail.com>

* eager needs 4D mask

* fix

* Some cleanup

* fix

* update

* fix

* replace correctly module

* patch

* modulelist

* update

* update

* clean up

* Don't move to `cuda:0` in distributed mode

* restrict to compressed tensors for now

* rm print

* Docs!

* Fixes

* Update docs/source/en/model_doc/llama4.md

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>

* Fixes

* cuda graph fix

* revert some stuff

* fixup

* styling

* Update src/transformers/models/llama4/modeling_llama4.py

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>

* fixup

* commit licence, cleanup here and there and style

* more styling changes

* fix dummies

* fix and clean docstrings

* remove comment

* remove warning

* Only fast image processor is supported

* nit

* trigger CI

* fix issue with flex encoder

* fix dynamic cache

* Code quality

* Code quality

* fix more tests for now

* Code quality

* Code quality

* Nuke bunch of failing stuff

* Code quality

* Code quality

* cleanup removal of slow image processor

* ruff fix fast image processor

* fix

* fix styling

* Docs

* Repo consistency

* Repo consistency

* fix sliding window issue

* separate llama cache

* styling

* Repo consistency

* Repo consistency

* push waht works

* L4 Repo consistency

* Docs

* fix last last alst alst alst alstsaltlsltlaslt

---------

Signed-off-by: Jon Swenson <jmswen@gmail.com>
Signed-off-by: Zijing Liu <liuzijing2014@gmail.com>
Co-authored-by: yonigozlan <yoni.gozlan10@gmail.com>
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
Co-authored-by: Pablo Montalvo <pablo.montalvo.leroux@gmail.com>
Co-authored-by: Pablo Montalvo <39954772+molbap@users.noreply.github.com>
Co-authored-by: Keyun Tong <tongkeyun@gmail.com>
Co-authored-by: Zijing Liu <liuzijing2014@users.noreply.github.com>
Co-authored-by: Lu Fang <fanglu@fb.com>
Co-authored-by: Zijing Liu <liuzijing2014@gmail.com>
Co-authored-by: Jon Swenson <jmswen@gmail.com>
Co-authored-by: jmswen <jmswen@users.noreply.github.com>
Co-authored-by: MekkCyber <mekk.cyber@gmail.com>
Co-authored-by: Mohamed Mekkouri <93391238+MekkCyber@users.noreply.github.com>
Co-authored-by: Mohit Sharma <mohit21sharma.ms@gmail.com>
Co-authored-by: Yong Hoon Shin <yhshin@meta.com>
Co-authored-by: Marc Sun <marc@huggingface.co>
Co-authored-by: drisspg <drisspguessous@gmail.com>
Co-authored-by: Cyril Vallez <cyril.vallez@gmail.com>
Co-authored-by: Daniël de Kok <me@danieldk.eu>
Co-authored-by: Lysandre <hi@lysand.re>
Co-authored-by: Ye (Charlotte) Qi <ye.charlotte.qi@gmail.com>
Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
 2025-04-05 22:02:22 +02:00
Linnet Cosmos Tuscano
0ef339ff1b Update OpenAI GPT model card (#37255) 
* Update OpenAI GPT model card

* Update docs/source/en/model_doc/openai-gpt.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/openai-gpt.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/openai-gpt.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/openai-gpt.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* 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

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/openai-gpt.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/openai-gpt.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/openai-gpt.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/openai-gpt.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/openai-gpt.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/openai-gpt.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/openai-gpt.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/openai-gpt.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/openai-gpt.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/openai-gpt.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/openai-gpt.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/openai-gpt.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Added missing badges

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2025-04-04 15:25:16 -07:00
Sharareh Younesian
46d73910d5 Updated T5 model card with standardized format (#37261) 
* Updated T5 model card with standardized format

* Updated T5 model card with standardized format, fixed typo

* Update docs/source/en/model_doc/t5.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/t5.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/t5.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/t5.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/t5.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/t5.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/t5.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/t5.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/t5.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/t5.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Apply reviewer suggestions

* Update docs/source/en/model_doc/t5.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2025-04-04 15:23:09 -07:00
Chathumina Vimukthi
579135a2f6 Updated model card for distilbert (#37157) 
* 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

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2025-04-04 15:22:46 -07:00
Reshan Gomis
8cd57eb731 mobilebert model card update (#37256) 
* mobilebert model card update

* Updates to model card mobilebert

---------

Co-authored-by: Reshan Gomis <reshang@verdentra.com>
 2025-04-04 14:28:35 -07:00
Shubham Panchal
531e4fcf0e Update model card for Depth Anything (#37065) 
[docs] Update model card for Depth Anything
 2025-04-04 11:36:05 -07:00
Joao Gante
ad3d157188 [RoPE] abstract dynamic RoPE update under a decorator ✨ (#37249) 
* dynamic rope decorator

* longrope; shorter fwd pass

* propper docstring

* make fixup
 2025-04-04 14:27:28 +01:00
Surya Garikipati
8dd0a2b89c Update model card for electra (#37063) 
* Update ELECTRA model card with new format

* Update ELECTRA model card with new format

* Update docs/source/en/model_doc/electra.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/electra.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/electra.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/electra.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/electra.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/electra.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/electra.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/electra.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/electra.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* close hfoption block

---------

Co-authored-by: Wun0 <f20191221@hyderabad.bits-pilani.ac.in>
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2025-04-03 10:45:35 -07:00
Parag Ekbote
15ac2b6ac5 Update Model Card for ModernBERT (#37052) 
* 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.

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2025-04-03 10:14:02 -07:00
Abhishek Ranjan
b552708694 chore: Update model doc for code_llama (#37115) 
* 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

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/code_llama.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* 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

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2025-04-03 10:09:41 -07:00
Bimal Gajera
2b84831a93 Update model card for Cohere (#37056) 
* Update Cohere model card to follow standard template

* 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

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

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 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>

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2025-04-03 09:51:40 -07:00
Avigyan Sinha
1b29409d89 feat: updated model card for qwen_2.5_vl (#37099) 
* 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

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2025-04-03 09:13:26 -07:00
Ryan Mullins
3f6af96732 Adding links to ShieldGemma 2 technical report (#37247) 2025-04-03 16:26:29 +01:00
Joao Gante
9a1c1fe7ed [CI] green llama tests (#37244) 
* green llama tests

* use cleanup instead

* better test comment; cleanup upgrade

* better test comment; cleanup upgrade
 2025-04-03 14:15:53 +01:00
Raushan Turganbay
98601cc818 [Phi4] add multimodal chat template (#36996) 
* phi4 chat template

* remove from valid kwargs
 2025-04-03 09:52:09 +02:00
ARAVINDHAN T
2056287940 Updated model card for Qwen2 (#37192) 
* Update qwen2.md

* Update qwen2.md

* Update qwen2.md

* Update 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

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/qwen2.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/qwen2.md

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* Update qwen2.md

* Update docs/source/en/model_doc/qwen2.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/qwen2.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/qwen2.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/qwen2.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/qwen2.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/qwen2.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/qwen2.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/qwen2.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/qwen2.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/qwen2.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/qwen2.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/qwen2.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/qwen2.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/qwen2.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/qwen2.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/qwen2.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/qwen2.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/qwen2.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>
 2025-04-02 18:10:41 -07:00