Commit Graph

257 Commits

Author SHA1 Message Date
Yuanyuan Chen
ae3e4e2d97 Improve typing in TrainingArgument (#36944)
* Better error message in TrainingArgument typing checks

* Better typing

* Small fixes

Signed-off-by: cyy <cyyever@outlook.com>

---------

Signed-off-by: cyy <cyyever@outlook.com>
2025-05-21 13:54:38 +00:00
Manuel de Prada Corral
d34e21e7dd New cache tests and refactored Hybrid Cache (#37972) 2025-05-20 12:46:13 +02:00
Yao Matrix
3bd1c20149 enable misc cases on XPU & use device agnostic APIs for cases in tests (#38192)
* use device agnostic APIs in tests

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

* more

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

* fix style

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

* add reset_peak_memory_stats API

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

* update

---------

Signed-off-by: Matrix Yao <matrix.yao@intel.com>
Signed-off-by: YAO Matrix <matrix.yao@intel.com>
Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2025-05-20 10:09:01 +02:00
Lysandre Debut
003deb16f1 Support for transformers explicit filename (#38152)
* Support for transformers explicit filename

* Tests

* Rerun tests
2025-05-19 14:33:47 +02:00
Raushan Turganbay
aaf224d570 [video processor] fix tests (#38104)
* fix tests

* delete

* fix one more test

* fix qwen + some tests are failing irrespective of `VideoProcessor`

* delete file
2025-05-14 10:24:07 +00:00
Raushan Turganbay
a31fa218ad 🔴 Video processors as a separate class (#35206)
* initial design

* update all video processors

* add tests

* need to add qwen2-vl (not tested yet)

* add qwen2-vl in auto map

* fix copies

* isort

* resolve confilicts kinda

* nit:

* qwen2-vl is happy now

* qwen2-5 happy

* other models are happy

* fix copies

* fix tests

* add docs

* CI green now?

* add more tests

* even more changes + tests

* doc builder fail

* nit

* Update src/transformers/models/auto/processing_auto.py

Co-authored-by: Pavel Iakubovskii <qubvel@gmail.com>

* small update

* imports correctly

* dump, otherwise this is getting unmanagebale T-T

* dump

* update

* another update

* update

* tests

* move

* modular

* docs

* test

* another update

* init

* remove flakiness in tests

* fixup

* clean up and remove commented lines

* docs

* skip this one!

* last fix after rebasing

* run fixup

* delete slow files

* remove unnecessary tests + clean up a bit

* small fixes

* fix tests

* more updates

* docs

* fix tests

* update

* style

* fix qwen2-5-vl

* fixup

* fixup

* unflatten batch when preparing

* dump, come back soon

* add docs and fix some tests

* how to guard this with new dummies?

* chat templates in qwen

* address some comments

* remove `Fast` suffix

* fixup

* oops should be imported from transforms

* typo in requires dummies

* new model added with video support

* fixup once more

* last fixup I hope

* revert image processor name + comments

* oh, this is why fetch test is failing

* fix tests

* fix more tests

* fixup

* add new models: internvl, smolvlm

* update docs

* imprt once

* fix failing tests

* do we need to guard it here again, why?

* new model was added, update it

* remove testcase from tester

* fix tests

* make style

* not related CI fail, lets' just fix here

* mark flaky for now, filas 15 out of 100

* style

* maybe we can do this way?

* don't download images in setup class

---------

Co-authored-by: Pavel Iakubovskii <qubvel@gmail.com>
2025-05-12 11:55:51 +02:00
Arjuna Sky Kok
716819b830 fix(conversion): Fix size mismatch error during TF->PT model loading (#38014) 2025-05-10 11:11:07 +00:00
Lysandre Debut
23d79cea75 Support for version spec in requires & arbitrary mismatching depths across folders (#37854)
* Support for version spec in requires & arbitrary mismatching depths

* Quality

* Testing
2025-05-09 15:26:27 +02:00
Yao Matrix
a72cb31434 enable utils test cases on XPU (#38005)
* enable utils test cases on XPU

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

* fix style

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

* Update tests/utils/test_skip_decorators.py

Co-authored-by: Ilyas Moutawwakil <57442720+IlyasMoutawwakil@users.noreply.github.com>

* fix comment

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

---------

Signed-off-by: Yao Matrix <matrix.yao@intel.com>
Co-authored-by: Yih-Dar <2521628+ydshieh@users.noreply.github.com>
Co-authored-by: Ilyas Moutawwakil <57442720+IlyasMoutawwakil@users.noreply.github.com>
2025-05-09 08:45:01 +02:00
Arthur
5f5ccfdc54 [AutoDocstring] Based on inspect parsing of the signature (#33771)
* delete common docstring

* nit

* updates

* push

* fixup

* move stuff around fixup

* no need for dataclas

* damn nice modular

* add auto class docstring

* style

* modular update

* import autodocstring

* fixup

* maybe add original doc!

* more cleanup

* remove class do cas well

* update

* nits

* more celanup

* fix

* wups

* small check

* updatez

* some fixes

* fix doc

* update

* nits

* try?

* nit

* some updates

* a little bit better

* where ever we did not have help we are not really adding it!

* revert llama config

* small fixes and small tests

* test

* fixup

* more fix-copies

* updates

* updates

* fix doc building

* style

* small fixes

* nits

* fix-copies

* fix merge issues faster

* fix merge conf

* nits jamba

* ?

* working autodoc for model class and forward except returns and example

* support return section and unpack kwargs description

* nits and cleanup

* fix-copies

* fix-copies

* nits

* Add support for llava-like models

* fixup

* add class args subset support

* add examples inferred from automodel/pipelines

* update ruff

* autodocstring for Aria, Albert + fixups

* Fix empty return blocks

* fix copies

* fix copies

* add autodoc for all fast image processors + align, altclip

* fix copies

* add auto_doc for audio_spectrogram, auto_former, bark, bamba

* Drastically improve speed + add bart beit bert

* add autodoc to all bert-like models

* Fix broken doc

* fix copies

* fix auto_docstring after merge

* add autodoc to models

* add models

* add models

* add models and improve support for optional, and custom shape in args docstring

* update fast image processors

* refactor auto_method_docstring in args_doc

* add models and fix docstring parsing

* add models

* add models

* remove debugging

* add models

* add fix_auto_docstrings and improve args_docs

* add support for additional_info in args docstring

* refactor (almost) all models

* fix check docstring

* fix -copies

* fill in all missing docstrings

* fix copies

* fix qwen3 moe docstring

* add documentation

* add back labels

* update docs and fix can_return_tuple in modular files

* fix LongformerForMaskedLM docstring

* add auto_docstring to _toctree

* remove auto_docstring tests temporarily

* fix copyrights new files

* fix can_return_tuple granite hybrid

* fix fast beit

* Fix empty config doc

* add support for COMMON_CUSTOM_ARGS in check_docstrings and add missing models

* fix code block not closed flava

* fix can_return_tuple sam hq

* Fix Flaubert dataclass

---------

Co-authored-by: yonigozlan <yoni.gozlan@huggingface.co>
Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>
2025-05-08 17:46:07 -04:00
Joao Gante
f2b59c6173 [caches] Raise exception on offloaded static caches + multi device (#37974)
* skip tests on >1 gpu

* add todo
2025-05-08 14:37:36 +01:00
Joao Gante
9981214d32 [tests] Smaller model in slow cache tests (#37922) 2025-05-06 11:15:25 +01:00
Joao Gante
1b222903c3 [tests] Test all cache implementations (#37873) 2025-04-30 15:37:00 +01:00
Lysandre Debut
d538293f62 Transformers cli clean command (#37657)
* transformers-cli -> transformers

* Chat command works with positional argument

* update doc references to transformers-cli

* doc headers

* deepspeed

---------

Co-authored-by: Joao Gante <joao@huggingface.co>
2025-04-30 12:15:43 +01:00
Guang Yang
a57274466f Allow override inputs to export recipe (#37508)
Add option to specify dynamic shapes during export

Co-authored-by: Guang Yang <guangyang@fb.com>
2025-04-30 10:19:27 +02:00
Joao Gante
755b0fa2fe [tests] reorganize cache tests and clean memory between tests (#37684) 2025-04-29 12:21:14 +01:00
co63oc
d5fa7d2d19 Fix typos in strings and comments (#37799) 2025-04-28 11:39:11 +01:00
Cyril Vallez
0cfbf9c95b Force torch>=2.6 with torch.load to avoid vulnerability issue (#37785)
* fix all main files

* fix test files

* oups forgot modular

* add link

* update message
2025-04-25 16:57:09 +02:00
Poedator
7c62e69326 GPT2Model StaticCache support (#35761)
* initial GPT2 changes

* causal_mask support

* return_legacy_cache

* cleanup

* fix1

* outputs shape fixes

* gpt2 return fix

* pkv, attn fixes

* fix dual_head

* is_causal arg fix

* decision transformer updated

* style fix

* batch_size from inputs_embeds

* DecisionTransformerModel fixes

* cross-attn support + cache warning

* x-attn @decision

* EDCache proper init

* simplified logic in `if use_cache:` for GPT2Model

* @deprecate_kwarg for DecisionTr attn fwd

* @deprecate_kwarg in gpt2

* deprecation version updated to 4.51

* kwargs in gradient_checkpointing_fn

* rename next_cache to past_key_values

* attention_mask prep

* +cache_position in GPT2DoubleHeadsModel

* undo kwargs in gradient checkpointing

* moved up `if self.gradient_checkpointing`

* consistency in decision_transformer

* pastkv, cache_pos in grad_checkpt args

* rm _reorder_cache

* output_attentions streamlined

* decision_transformer consistency

* return_legacy_cache improved

* ClvpForCausalLM used for legacy cache test now

* is_causal fixed

* attn_output cleanup

* consistency @ decision_transformer

* Updated deprecation notice version to 4.52

* upd deprecation

* consistent legacy cache code in decision transformers\

* next_cache -> past_kv in decision_tr

* cache support flags in decision_transf

* rm legacy cache warning

* consistency in cache init for decision transf

* no Static Cache for Decision Transformer

---------

Co-authored-by: Cyril Vallez <cyril.vallez@huggingface.co>
2025-04-24 14:46:35 +02:00
Manuel de Prada Corral
1cd110c6cb Add test to ensure unknown exceptions reraising in utils/hub.py::cached_files() (#37651)
* add test to ensure unknown exceptions are reraised in utils/hub.py::cached_files()
2025-04-22 11:38:10 +02:00
Pablo Montalvo
4afd3f4820 Model debugger upgrades (#37391)
* debugging improvements

* add debugging details

* add more debugging details

* debug more

* clean up layers + output

* add summary json file

* cleanup

* copies 👀

* remove hooks + add documentation

* draft a small test, why not

* respect the format (respect it)

* fixup imports

* nit

* add tests and configurable pruning of layers
2025-04-18 16:45:54 +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
cyyever
371c44d0ef Remove old code for PyTorch, Accelerator and tokenizers (#37234)
* Remove unneeded library version checks

Signed-off-by: cyy <cyyever@outlook.com>

* Remove PyTorch condition

Signed-off-by: cyy <cyyever@outlook.com>

* Remove PyTorch condition

Signed-off-by: cyy <cyyever@outlook.com>

* Fix ROCm get_device_capability

Signed-off-by: cyy <cyyever@outlook.com>

* Revert "Fix ROCm get_device_capability"

This reverts commit 0e756434bd7e74ffd73de5500476072b096570a6.

* Remove unnecessary check

Signed-off-by: cyy <cyyever@outlook.com>

* Revert changes

Signed-off-by: cyy <cyyever@outlook.com>

---------

Signed-off-by: cyy <cyyever@outlook.com>
2025-04-10 20:54:21 +02:00
Joao Gante
4321b0648c [core] remove GenerationMixin inheritance by default in PreTrainedModel (#37173) 2025-04-08 16:42:05 +01:00
cyyever
1e6b546ea6 Use Python 3.9 syntax in tests (#37343)
Signed-off-by: cyy <cyyever@outlook.com>
2025-04-08 14:12:08 +02:00
Yao Matrix
12bf24d6ae enable 2 llama UT cases on xpu (#37126)
* enable tests/models/llama/test_modeling_llama.py::LlamaIntegrationTest::test_model_7b_logits and tests/models/llama/test_modeling_llama.py::LlamaIntegrationTest::test_model_7b_logits_bf16 on xpu

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

* switch to use Expectations

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

* fix style

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

* extract gen bits from architecture and use it

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

* add cross refererence

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

* fix style

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

---------

Signed-off-by: YAO Matrix <matrix.yao@intel.com>
Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>
2025-04-07 16:02:14 +02:00
Matt
cbfa14823b No more dtype_byte_size() (#37144)
* No more dtype_byte_size()

* Remove function once again

* Fix rebase cruft

* Trigger tests
2025-04-02 14:58:38 +01:00
Yih-Dar
adfc91cd46 Try to avoid/reduce some remaining CI job failures (#37202)
* try

* try

* Update tests/pipelines/test_pipelines_video_classification.py

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

---------

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>
2025-04-02 14:39:57 +02:00
Qizhi Chen
fac70ff3c0 Convert _VALID_DICT_FIELDS to class attribute for shared dict parsing in subclasses (#36736)
* make _VALID_DICT_FIELDS as a class attribute

* fix test case about TrainingArguments
2025-04-01 12:29:12 +02:00
cyyever
786d9c5ed9 Fix more inefficient PT operations (#37060)
* 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)
* 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
Zhen
e686fed635 [Feature] Support using FlashAttention2 on Ascend NPU (#36696)
* [Feature] Support using flash-attention on Ascend NPU

* Fix qwen3 and qwen3_moe moduler conversion mismatch
2025-03-31 16:12:58 +02:00
cyyever
6cc9c8d7d1 Remove deprecated batch_size parameter (#37007) 2025-03-27 15:01:56 +00:00
cyyever
41a0e58e5b Set weights_only in torch.load (#36991) 2025-03-27 14:55:50 +00:00
eustlb
fb8e6c50e4 [audio utils] fix fft_bin_width computation (#36603)
* 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
Sungyoon Jeong
d1eafe8d4e Optimize to_py_obj for python-native numeric lists and scalars (#36885)
* Optimize to_py_obj for python-native numeric lists and scalars

* Fix bug that tuple is not converted to list

* Try np.array for more robust type checking

* Apply review and add tests for to_py_obj
2025-03-27 14:16:46 +01:00
Joao Gante
bc1c90a755 [Utils] torch version checks optionally accept dev versions (#36847) 2025-03-25 10:58:58 +00:00
omahs
cbf924b76c Fix typos (#36910)
* fix typos

* fix typos

* fix typos

* fix typos
2025-03-24 14:08:29 +00:00
Raushan Turganbay
523f6e743c Fix: dtype cannot be str (#36262)
* fix

* this wan't supposed to be here, revert

* refine tests a bit more
2025-03-21 13:27:47 +01:00
Tugsbayasgalan Manlaibaatar
f39f4960f3 Support tracable dynamicKVcache (#36311)
* Support tracable dynamicKVcache

* Fix lint

* More fine grained test

* Lint

* Update

* Update

* Fix up

* Apply suggestions from code review

* Update src/transformers/cache_utils.py

* Update tests/utils/test_cache_utils.py

* Apply suggestions from code review

* Update

* Change error message

* Rename

* Apply suggestions from code review

* Apply suggestions from code review

* Apply suggestions from code review

---------

Co-authored-by: Ilyas Moutawwakil <57442720+IlyasMoutawwakil@users.noreply.github.com>
Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>
2025-03-19 16:52:30 +00:00
Yao Matrix
b11050d6a2 enable OffloadedCache on XPU from PyTorch 2.7 (#36654)
* fix "Cannot copy out of meta tensor; no data!" issue for BartForConditionalGeneration model

* follow Marc's suggestion to use _tie_weights to fix

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

* enable OffloadedCache on XPU since PyTorch 2.7

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

* fix style

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

* don't change bart

Signed-off-by: root <root@a4bf01945cfe.jf.intel.com>

* make code more concise per review comments

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

* fix review comments

Signed-off-by: root <root@a4bf01945cfe.jf.intel.com>

* Revert "fix review comments"

This reverts commit acf1484b86c7cc58b2dee69e7008c0eeb4c97b1b.

* fix review comments

Signed-off-by: root <root@a4bf01945cfe.jf.intel.com>

* fix style

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>
Signed-off-by: N <matrix.yao@intel.com>
Co-authored-by: root <root@a4bf01945cfe.jf.intel.com>
Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>
2025-03-19 15:15:52 +01:00
ivarflakstad
706703bba6 Expectations test utils (#36569)
* Add expectation classes + tests

* Use typing Union instead of |

* Use bits to track score in properties cmp method

* Add exceptions and tests + comments

* Remove compute cap minor as it is not needed currently

* Simplify. Remove Properties class

* Add example Exceptions usage

* Expectations as dict subclass

* Update example Exceptions usage

* Refactor. Improve type name. Document score fn.

* Rename to DeviceProperties.
2025-03-18 23:39:50 +01:00
Afanti
7f5077e536 fix typos in the tests directory (#36717) 2025-03-17 17:45:57 +00:00
Sambhav Dixit
8e67230860 Fix test isolation for clear_import_cache utility (#36345)
* test fixup

* test fixup

* fixing tests for unused imports

* style fixes

* fix

* style fixes

* styke fix

* remove isolated module cache

* rm custom subprocess defination

* run using exsiting fn

* style fixup

* make fixup

* remove redundant comments

* rm redundat skipif + style changes
2025-03-17 16:09:09 +01:00
Matt
48ef468c74 Final CI cleanup (#36703)
* make fixup

* make fixup

* Correct skip decorator

* Add TODOs

* add is_flaky() parentheses
2025-03-13 17:26:09 +00:00
Cyril Vallez
2a004f9ff1 Add loading speed test (#36671)
* Update test_modeling_utils.py

* Update test_modeling_utils.py

* Update test_modeling_utils.py

* Update test_modeling_utils.py

* Update test_modeling_utils.py

* Update test_modeling_utils.py

* trigger CIs

* Update test_modeling_utils.py

* Update test_modeling_utils.py

* Update test_modeling_utils.py

* better error messages

* Update test_modeling_utils.py

* Update test_modeling_utils.py
2025-03-13 17:07:30 +01:00
Marc Sun
fbb18ce68b Update config.torch_dtype correctly (#36679)
* fix

* style

* new test
2025-03-13 12:08:02 +01:00
Joao Gante
c4161238bd [Cache] Don't initialize the cache on meta device (#36543) 2025-03-13 10:13:29 +00:00
Cyril Vallez
071a161d3e [core] Large/full refactor of from_pretrained (#36033)
* squash everything together
start to simplify inner logic

Update modeling_utils.py

Update modeling_utils.py

Update modeling_utils.py

Update modeling_utils.py

continue refactor

fix

small fixes

add type hints/docstring

Update modeling_utils.py

remove _fast_init

keep improving

Update modeling_utils.py

Update modeling_utils.py

new first tp loading version

style

fix weird in-place op

trigger CIs

Update modeling_utils.py

much clearer renaming of keys

fix

update

Update test_modeling_common.py

trigger CIs

update

update

style

Update modeling_utils.py

Update modeling_utils.py

Update modeling_utils.py

fix

fast download first prototype

remove old function

remove old functions

Remove unused function and move back _get_tp_registry

fix tp plan registry

simplify

CIs

Update hub.py

Update modeling_utils.py

simplify

simplify renaming logic

remove unused check

add sanity check back (a test depends on it)

Update modeling_utils.py

finalize sound renaming logic

style

add forgotten check

Update modeling_utils.py

add key_mapping keyword

style

Update modeling_utils.py

add comment

minor updates

minor change for clarity

fix small prefix issue and simplify

style

trigger CIs

typo fix

Post rebase fix

post rebase cleanup

simplify tp

typo

oupsi

typo

correctly escape

improvements based on Marc's review

finalize Marc's review comments

 squash everything

* improve

* Update modeling_utils.py

* Update modeling_utils.py

* fix

* Update modeling_utils.py

* Update modeling_utils.py

* style

* Update modeling_utils.py

* simplify

* style

* Update modeling_utils.py

* Update modeling_utils.py

* Update modeling_utils.py

* Update modeling_utils.py

* Update modeling_utils.py

* Update modeling_utils.py

* fix dtype issue

* Update modeling_utils.py

* style

* remove test that does not make sense

* style

* small fixes

* style

* fix

* cleanup after rebase

* style

* typo

* escape

* tp for task specific top modules

* Update modeling_utils.py

* Update modeling_utils.py

* fix allocation

* CIs

* CIs

* CIs

* improve docstring

* CIs

* Update modeling_utils.py

* fix
2025-03-12 13:39:25 +01:00
Joao Gante
8aed019764 [generate] torch.distributed-compatible DynamicCache (#36373)
* test

* docstring

* prepare distributed cache data

* fix cat dim

* test mvp

* add test checks

* like this?

* working test and solution

* nit

* nit

* add shape info
2025-02-27 11:48:57 +00:00