Yao Matrix
8f6b27eb5c
enable test_assisted_decoding_in_different_gpu test on XPU ( #37120 )
...
Signed-off-by: YAO Matrix <matrix.yao@intel.com>
Co-authored-by: Yih-Dar <2521628+ydshieh@users.noreply.github.com>
2025-04-01 11:22:59 +02:00
jiqing-feng
737cbd2109
Fix llava xpu tests. ( #37130 )
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* fix llava 4bit xpu test
Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
* fix llava 4bit xpu test
Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
* fix format
Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
* fix format
Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
---------
Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
2025-04-01 11:10:13 +02:00
jiqing-feng
3a6ab46a0b
add gpt2 test on XPU ( #37028 )
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* add gpt2 test on XPU
Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
* auto dtype has been fixed
Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
* convert model to train mode
Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
---------
Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
2025-04-01 11:09:29 +02:00
Yaswanth Gali
4b13a02920
Fix std initialization in Idefics variants ( #37100 )
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* Nit 😅
* Another one
* fix
* run ci
* revert change
2025-04-01 09:18:54 +02:00
cyyever
786d9c5ed9
Fix more inefficient PT operations ( #37060 )
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* Fix inefficient operations
* Remove cpu() call
* Reorder detach()
* Reorder detach()
* tolist without detach
* item without detach
* Update src/transformers/models/rag/modeling_rag.py
Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>
* Update tests/models/encodec/test_modeling_encodec.py
Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>
* Use detach().cpu().numpy
* Revert some numpy operations
* More fixes
---------
Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>
2025-03-31 16:31:24 +01:00
Pavel Iakubovskii
a1e389e637
Refactor return_dict logic to remove complicated if/else paths ( #36794 )
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* SAM
* CLIP
* SigLIP
* GOT-OCR2 (depends on SAM)
* SigLIP2 (depends on SigLIP)
* trigger tests
* Fix SAM
* Fix missed indexing, use named attributes
* Llama
* Aria
* Bamba
* Update llama: missed outputs return type
* (fixup) Aria
* DiffLlama
* Emu3
* Gemma
* Gemma2
* Paligemma
* Fix paligemma
* Gemma3
* GLM
* Helium
* JetMoe
* Jamba
* Mistral
* Mistral
* Mixtral
* Nemotron
* Olmo
* Olmo2
* Persimmon
* Phi
* Phi3
* PhiMoe
* Qwen2
* Qwen2_moe
* StableLM
* Starcoder2
* Add return_dict decorator
* SAM
* Update decorator: compile, export, trace - friendly
* Llama (decorator)
* SAM (decorator)
* Add decorator `can_return_tuple`
* Llama
* Update to decorator
* Update CLIP
* Update decorator to store `_is_top_level_module` in self
* Update decorator to correctly handle compile/export
* Remove is_torchdynamo_compiling constraint, all work fine with self attribute assignment
* Typing
* GPT NeoX
* Fixup
* Fix attribute Granite
* Fix return type mixtral
* Update Gemma3
* Fix Cohere amd Cohere2
* Fixup
* Fix corner case for Phi4, when activation is shared
* (fix-copies) deepseekv3, phi4
* Fixup
* Apply to qwen3/qwen3_moe
* Fix
2025-03-31 16:23:37 +01:00
Cyril Vallez
f304318f5f
Remove low_cpu_mem_usage and _fast_init ( #36963 )
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* Remove low_cpu_mem_usage and _fast_init
* Update deepspeed.py
* Update modeling_utils.py
* remove the first 2 tests everywhere
* Update test_modeling_common.py
* remove what was remaining about fast_init
* fix logic and simplify
* mismatched keys logic update
* Update modeling_utils.py
* Update modeling_utils.py
* Update modeling_utils.py
* Update modeling_utils.py
* fix 2 models init_weights
* extend to others
* remove grad
* Update modeling_fsmt.py
* init weights in tests
* style
* Update test_modeling_fsmt.py
* more old models
* fix more init_weights
* copies
* fix
* style
* Update modeling_lxmert.py
* fix inits
* more and more
* more
* should finalize
* style
* Update modeling_dinov2_with_registers.py
* fix
* Update modeling_encoder_decoder.py
* fix
* style
* Update modeling_lxmert.py
* post rebase cleanup
* Update modeling_informer.py
* back to start for device
* fix
* add test to detect all failing cases correctly
* Update test_modeling_common.py
* fix
* fix
* sam
* style
* Update modeling_maskformer_swin.py
* CIs
* CIs
* remove test - will add it on separate PR
* fix
* fix
* Update modeling_sam.py
* CIs
* CIs
* CIs
* convnext
* suggestions
* CIs
* fix copies after merge
---------
Co-authored-by: Yih-Dar <2521628+ydshieh@users.noreply.github.com>
2025-03-31 17:18:43 +02:00
Raushan Turganbay
8805600406
[qwen3] fix generation tests ( #37142 )
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* do not skip tests
* fix qwen3-moe as well
* fixup
* fixup
2025-03-31 16:33:41 +02:00
Zhen
e686fed635
[Feature] Support using FlashAttention2 on Ascend NPU ( #36696 )
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* [Feature] Support using flash-attention on Ascend NPU
* Fix qwen3 and qwen3_moe moduler conversion mismatch
2025-03-31 16:12:58 +02:00
Yih-Dar
a03cee7a1d
skip ( #37141 )
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Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2025-03-31 15:38:40 +02:00
Guang Yang
3b07ca78bb
Export T5 (encoder-decoder) to ExecuTorch ( #36486 )
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Co-authored-by: Guang Yang <guangyang@fb.com>
2025-03-31 12:10:26 +02:00
Fanli Lin
475664e2c6
[tests] remove cuda-only test marker in AwqConfigTest ( #37032 )
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* enable on xpu
* add xpu support
---------
Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>
2025-03-31 11:53:02 +02:00
Armaghan Shakir
0710e9b1e8
Create and Expose SamVisionModel as public for better accessibility ( #36493 )
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* move encoder below
* auto modeling
* write SamVisionTester
* fix vision attention shape
* fix SamVisionTest
* minor changes to SamVisionTest
* Revert "fix vision attention shape"
This reverts commit d2a4083ae5
2025-03-31 11:45:07 +02:00
cyyever
f99c279d20
Remove deprecated code ( #37059 )
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* Remove deprecated code
* fix get_loading_attributes
* fix error
* skip test
---------
Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>
Co-authored-by: Mohamed Mekkouri <93391238+MekkCyber@users.noreply.github.com>
2025-03-31 11:15:35 +02:00
Robin Kahlow
d1efaf0318
RWKV: fix mask warning typo ( #37114 )
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rwkv: fix mask warning typo
2025-03-31 11:07:51 +02:00
Thien Tran
19919689b2
Fix Gemma3 embedding scaling ( #37109 )
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fix gemma3 embedding
2025-03-31 11:04:02 +02:00
huismiling
d0b65bb479
[MLU] Fix FA2 check error, remove deepspeed-mlu deps. ( #36159 )
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* add Cambricon MLUs support
* fix mlu device rng state
* up for quality check
* up mlu to support fp16
* fix mlu device dependency error
* fix mlu device dependency error
* enable mlu device for bf16
* fix mlu device memory tracker
* Cambricon support SDPA and flash_attn
* MLU devices : Checks if `mlu` is available via an `cndev-based` check which won't trigger the drivers and leave mlu
* Fix mlu FA2 check. Remove deepspeed-mlu check. add mlu tests support.
* fix testing errors.
* Merge branch 'hf/main' into main
* fix get_device_count error.
* fix mlu testing utils.
* fix code quality and style.
* switch to @require_torch_multi_accelerator
2025-03-31 11:02:49 +02:00
jiqing-feng
ad63d20dff
fix whisper re-compile ( #36712 )
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* fix whisper re-compile
Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
* fix copy
Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
* fix comment
Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
* fix copies
Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
* revert useless changes
Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
---------
Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>
2025-03-31 11:01:51 +02:00
jiqing-feng
286393fbb1
enable tp on CPU ( #36299 )
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* enable tp on CPU
Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
* get rank from cpu
Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
* update
Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
* enable TP tests
Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
* fix comment
Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
* em print
Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
* fix model id
Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
* fix conflict
Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
* fix index and add doc
Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
---------
Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
2025-03-31 10:55:47 +02:00
Qubitium-ModelCloud
4705b04c74
Fix 4090/ada not detected as having FP8 support ( #37067 )
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fix 4090/ada not detected as having FP8 support
Signed-off-by: Qubitium <qubitium@modelcloud.ai>
Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>
Co-authored-by: Mohamed Mekkouri <93391238+MekkCyber@users.noreply.github.com>
2025-03-31 10:53:48 +02:00
efsotr
2b4734bd49
Support passing flash_attn_kwargs when gradient_checkpointing is enabled ( #37037 )
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* support passing flash_attn_kwargs when gradient_checkpointing is enabled
* make modeling_deepspeek_v3.py consistent with modular_deepseek_v3.py
2025-03-31 10:53:02 +02:00
Yuan Wu
bd41b9c1ac
Gaudi: Fix the pipeline failed issue with hpu device ( #36990 )
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* Gaudi: fix the issue of is_torch_hpu_available() returns false
Signed-off-by: yuanwu <yuan.wu@intel.com>
* Fix make fixup
Signed-off-by: yuanwu <yuan.wu@intel.com>
* Add comments for the implicit behavior of import
Signed-off-by: yuanwu <yuan.wu@intel.com>
* Update src/transformers/utils/import_utils.py
* Update src/transformers/utils/import_utils.py
---------
Signed-off-by: yuanwu <yuan.wu@intel.com>
Co-authored-by: Ilyas Moutawwakil <57442720+IlyasMoutawwakil@users.noreply.github.com>
2025-03-31 10:23:47 +02:00
Bo Zheng
6acd5aecb3
Adding Qwen3 and Qwen3MoE ( #36878 )
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* Initial commit for Qwen3
* fix and add tests for qwen3 & qwen3_moe
* rename models for tests.
* fix
* fix
* fix and add docs.
* fix model name in docs.
* simplify modular and fix configuration issues
* Fix the red CI: ruff was updated
* revert ruff, version was wrong
* fix qwen3moe.
* fix
* make sure MOE can load
* fix copies
---------
Co-authored-by: Arthur Zucker <arthur.zucker@gmail.com>
2025-03-31 09:50:49 +02:00
MinJu-Ha
0d6a60fe55
🌐 [i18n-KO] Translated qwen2_vl.md to Korean ( #36750 )
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* fix: manual edits
* fix: resolve suggestions
* Update toctree.yml
2025-03-30 15:00:27 -07:00
Yih-Dar
b7fc2daf8b
Kenlm ( #37091 )
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* kenlm
* kenlm
* kenlm
* kenlm
---------
Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2025-03-28 21:42:54 +01:00
Joao Gante
bab605dd04
[Cache] rename dtype attribute 🚨 🚨 ( #37044 )
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* yoink
* same pattern in all cache
2025-03-28 19:08:02 +01:00
Joao Gante
9fd9476005
[generate] beam search -- fix output cropping ( #37080 )
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* handle jagged beams
* better comment
* bart -- beam search tests print special tokens
* more bart test updates
* more tests!
* better comment
2025-03-28 18:57:51 +01:00
湛露先生
257bc670fb
fixed typo. ( #37057 )
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Signed-off-by: zhanluxianshen <zhanluxianshen@163.com>
Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>
2025-03-28 17:12:14 +00:00
Cyril Vallez
2bea6bf24e
Fix AttentionInterface following feedback ( #37010 )
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* up
* typo
* update doc
* Update attention_interface.md
2025-03-28 18:00:35 +01:00
Cyril Vallez
a86dad56bc
Fix state_dict map location when quantized ( #37086 )
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* Update modeling_utils.py
* Update modeling_utils.py
2025-03-28 17:57:16 +01:00
Zach Mueller
d6064754ea
Update w/ new account ( #37084 )
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* Update w/ new account
* DS
2025-03-28 12:43:00 -04:00
Yih-Dar
581cf96e0c
fix tied weigths issue ( #37031 )
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* fix
* comment
---------
Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2025-03-28 16:36:44 +01:00
Minho Ryu
eca74d1367
[WIP] add deepseek-v3 ( #35926 )
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* init commit
* style
* take comments into account
* add deepseekv3 modeling
* remove redundant code
* apply make style
* apply fix-copies
* make format
* add init files
* rename deepseekv3 into deepseek_v3 based on its model_type
* rename deepseekv3 into deepseek_v3 based on its model_type
* deepseek-v3 not deepseek_v3
* set model_type as deepseek_v3
* use default docs
* apply make
* fill type and docstring
* add rope_config_validation
* use custom DeepseekV3MLP
* hold code only for checkpoints congifuration; remove redundant
* revise rope yarn for DeepSeek variation
* rename DeepSeek-V3
* some refactoring
* revise load_hook to work properly; make moe func trainable; use llama instead of mixtral
* fix attention forward
* use -1 for not-changing dim when to use exapnd
* refactor DeepseekV3TopkRouter
* use reshape_for_rope instead of load_hook; revise attention forward for TP; rename q_head_dim with qk_head_dim
* register pre_hook and hook both
* make style
* use n_shared_experts
* Update src/transformers/models/deepseek_v3/configuration_deepseek_v3.py
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
* add test file
* update modeling_file according to modular file
* make style
* add mapping for DeepseekV3ForSequenceClassification
* remove aux_loss_alpha
* add deepseek_v3 for perf
* add deepseek_v3
* rename test as deepseekv3
* use tiny-deepseek-v3
* remove DeepseekV3ForSequenceClassification
* cache before padding
* remote output_router_logits
* Revert "remote output_router_logits"
This reverts commit f264f800d0arthur@huggingface.co <arthur@ip-26-0-165-131.ec2.internal>
2025-03-28 15:56:59 +01:00
Raushan Turganbay
52cc204dd7
[blip-2] Fix dtype mismatch when keep in fp32 ( #37068 )
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* fix fp32 BLIP2
* no need to reorder that
* check for `Noneness` as well before casting dtype
2025-03-28 15:52:11 +01:00
cyyever
aa3778afc2
Change deprecated PT functions ( #37041 )
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Change deprecated functions
2025-03-28 14:26:22 +00:00
湛露先生
c90e6e9625
Fix some typos about benchmark scripts. ( #37027 )
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Signed-off-by: zhanluxianshen <zhanluxianshen@163.com>
2025-03-28 14:10:20 +00:00
Yih-Dar
1fcaad6df9
Use lru_cache for tokenization tests ( #36818 )
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* fix
* fix
* fix
* fix
---------
Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2025-03-28 15:09:35 +01:00
jp
3af425d4c6
fix: AttributeError: 'LlavaProcessor' object has no attribute 'image_token_id' ( #37026 )
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* Add image_token_id and video_token_id handling in Llava processors
* fix: image to video
* fix: correct image and video token ID handling in Llava processors
* fix: improve image and video token ID handling in Llava processors
2025-03-28 10:46:24 +01:00
Manuel Faysse
064cd7cdac
Fix SDPA implementation in Qwen2-VL (issues with torch==2.6.0) ( #36891 )
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* fix sdpa implementation
* ruff
* also modify 2_5 for consistency
2025-03-28 09:54:21 +01:00
Perry Gibson
348f3285c5
fix: Fully remove legacy cache from Llama ( #36958 )
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* bug: fully remove legacy cache from Llama
* bug: fix CI issues
* bug: update jetmoe model
* bug: apply =check_modular_conversion.py= fix
* bug: apply make fix-copies
* bug: fix ruff
* PR suggestions
* Remove trailing commas in auto-gen files
* Trivial new line removal
2025-03-27 17:22:44 +00:00
Finn-Ole Höner
d6b3c7486b
fixed typo ( #37036 )
2025-03-27 15:37:53 +00:00
cyyever
6cc9c8d7d1
Remove deprecated batch_size parameter ( #37007 )
2025-03-27 15:01:56 +00:00
Prem Kumar M
4cc65e990f
Replace default split function with jnp.split() in flax models ( #37001 )
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Replace split with jnp's split function for flax models (#36854 )
2025-03-27 14:59:57 +00:00
cyyever
41a0e58e5b
Set weights_only in torch.load ( #36991 )
2025-03-27 14:55:50 +00:00
cyyever
de77f5b1ec
Fix typing for None valued variables ( #37004 )
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Fix typing for None-able variables
2025-03-27 14:46:32 +00:00
cyyever
8c5e29bad5
Avoid unnecessary device operations in loss computing ( #36950 )
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* Avoid unnecessary tensor copy in loss computing
* Add type
2025-03-27 14:45:14 +00:00
湛露先生
471cf1de63
clean pipeline question_answering. ( #36986 )
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Signed-off-by: zhanluxianshen <zhanluxianshen@163.com>
2025-03-27 14:35:33 +00:00
Joao Gante
29f322d04d
[generate, cache] handle more complex device maps ( #37014 )
2025-03-27 14:33:20 +00:00
eustlb
fb8e6c50e4
[audio utils] fix fft_bin_width computation ( #36603 )
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* fix fft_bin_width computation
* update docstring + enforce correct params
* update test with correct value
* udpate test
* update feature extractors for concerned models
* update
* make
* udpate docstring
* udpate docstring
2025-03-27 15:20:02 +01:00
Raushan Turganbay
e97c760006
[chat templates} support loading audio from video ( #36955 )
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* add audio from video
* typos
* delete print
* comments
2025-03-27 14:46:11 +01:00
