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

..

internal

Introduce GradientCheckpointingLayer (#37223)

2025-04-22 11:33:31 +01:00

main_classes

Add Bitnet model (#37742)

2025-04-28 15:08:46 +02:00

model_doc

Add Swin2SR ImageProcessorFast (#37169)

2025-05-07 12:20:16 -04:00

quantization

Support AOPerModuleConfig and include_embedding (#37802)

2025-04-30 20:16:29 +02:00

tasks

Enhance documentation to explain chat-based few-shot prompting (#37828)

2025-04-30 11:00:10 -07:00

_config.py

Add optimized PixtralImageProcessorFast (#34836)

2024-11-28 16:04:05 +01:00

_redirects.yml

Docs / Quantization: Redirect deleted page (#31063)

2024-05-28 18:29:22 +02:00

_toctree.yml

[AutoDocstring] Based on inspect parsing of the signature (#33771)

2025-05-08 17:46:07 -04:00

accelerate.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

add_new_model.md

Transformers cli clean command (#37657)

2025-04-30 12:15:43 +01:00

add_new_pipeline.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

agents.md

[agents] remove agents 🧹 (#37368)

2025-04-11 18:42:37 +01:00

attention_interface.md

Fix typos (#37978)

2025-05-06 14:45:20 +01:00

attention.md

[Docs] Fix broken links and syntax issues (#28918)

2024-02-08 14:13:35 -08:00

auto_docstring.md

[AutoDocstring] Based on inspect parsing of the signature (#33771)

2025-05-08 17:46:07 -04:00

backbones.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

cache_explanation.md

Fix typos (#36910)

2025-03-24 14:08:29 +00:00

chat_extras.md

Update chat_extras.md with content correction (#36599)

2025-03-07 13:09:02 +00:00

chat_templating_multimodal.md

[chat-template] Unify tests and clean up 🧼 (#37275)

2025-04-10 14:42:32 +02:00

chat_templating_writing.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

chat_templating.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

community.md

Fixed Majority of the Typos in transformers[en] Documentation (#33350)

2024-09-09 10:47:24 +02:00

contributing.md

Enable doc in Spanish (#16518)

2022-04-04 10:25:46 -04:00

conversations.md

Transformers cli clean command (#37657)

2025-04-30 12:15:43 +01:00

custom_models.md

Fix typos (#36910)

2025-03-24 14:08:29 +00:00

debugging.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

deepspeed.md

chore: Fix typos in docs and examples (#36524)

2025-03-04 13:47:41 +00:00

executorch.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

fast_tokenizers.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

feature_extractors.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

fsdp.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

generation_features.md

chore: Fix typos in docs and examples (#36524)

2025-03-04 13:47:41 +00:00

generation_strategies.md

Fixing the example in generation strategy doc (#37598)

2025-04-18 12:50:17 -07:00

gguf.md

Fix gguf docs (#36601)

2025-03-11 15:29:14 +01:00

glossary.md

Fix typos (#31819)

2024-07-08 11:52:47 +01:00

gpu_selection.md

Fix typos (#36910)

2025-03-24 14:08:29 +00:00

how_to_hack_models.md

fix typos in the docs directory (#36639)

2025-03-11 09:41:41 -07:00

hpo_train.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

image_processors.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

index.md

Adding Qwen3 and Qwen3MoE (#36878)

2025-03-31 09:50:49 +02:00

installation.md

byebye torch 2.0 (#37277)

2025-04-07 15:19:47 +02:00

kv_cache.md

fix link in kv_cache.md (#37652)

2025-04-21 09:01:11 -07:00

llm_optims.md

[CI] green llama tests (#37244)

2025-04-03 14:15:53 +01:00

llm_tutorial_optimization.md

fix typos in the docs directory (#36639)

2025-03-11 09:41:41 -07:00

llm_tutorial.md

chore: Fix typos in docs and examples (#36524)

2025-03-04 13:47:41 +00:00

model_memory_anatomy.md

Enable BNB multi-backend support (#31098)

2024-09-24 03:40:56 -06:00

model_sharing.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

model_summary.md

model_summary.md - Restore link to Harvard's Annotated Transformer. (#29702)

2024-03-23 18:29:39 -07:00

models.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

modular_transformers.md

Support custom dosctrings in modular (#36726)

2025-03-18 14:00:54 -04:00

notebooks.md

Enable doc in Spanish (#16518)

2022-04-04 10:25:46 -04:00

optimizers.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

pad_truncation.md

Fixed Majority of the Typos in transformers[en] Documentation (#33350)

2024-09-09 10:47:24 +02:00

peft.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

perf_hardware.md

chore: Fix typos in docs and examples (#36524)

2025-03-04 13:47:41 +00:00

perf_infer_cpu.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

perf_infer_gpu_multi.md

enable tp on CPU (#36299)

2025-03-31 10:55:47 +02:00

perf_infer_gpu_one.md

Small typo lines 47 and 199 perf_infer_gpu_one.md (#37938)

2025-05-06 14:32:55 +01:00

perf_torch_compile.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

perf_train_cpu_many.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

perf_train_cpu.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

perf_train_gaudi.md

Add Intel Gaudi doc (#37855)

2025-04-29 13:28:06 -07:00

perf_train_gpu_many.md

docs: fix typo (#37567)

2025-04-17 14:54:44 +01:00

perf_train_gpu_one.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

perf_train_special.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

perf_train_tpu_tf.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

perplexity.md

[docs] use device-agnostic API instead of cuda (#34913)

2024-11-26 09:23:34 -08:00

philosophy.md

[docs] fixed links with 404 (#27327)

2023-11-06 19:45:03 +00:00

pipeline_gradio.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

pipeline_tutorial.md

chore: Fix typos in docs and examples (#36524)

2025-03-04 13:47:41 +00:00

pipeline_webserver.md

fix and enhance pipeline_webserver.md (#36992)

2025-04-15 08:35:05 -07:00

pr_checks.md

Fixed Majority of the Typos in transformers[en] Documentation (#33350)

2024-09-09 10:47:24 +02:00

processors.md

[docs] Fix image link (#36869)

2025-03-25 11:34:21 -07:00

quicktour.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

run_scripts.md

Remove research projects (#36645)

2025-03-11 13:47:38 +00:00

serialization.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

serving.md

fix docs serving typos. (#37936)

2025-05-06 14:32:44 +01:00

task_summary.md

[doctest] Fixes (#35863)

2025-01-26 15:26:38 -08:00

tasks_explained.md

fix: Wrong task mentioned in docs (#34757)

2024-11-18 18:42:28 +00:00

testing.md

chore: Fix typos in docs and examples (#36524)

2025-03-04 13:47:41 +00:00

tf_xla.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

tflite.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

tokenizer_summary.md

[docs] Spanish translation of tokenizer_summary.md (#31154)

2024-06-03 16:52:23 -07:00

tools.md

[agents] remove agents 🧹 (#37368)

2025-04-11 18:42:37 +01:00

torchscript.md

Fix wording in torchscript.md (#38004)

2025-05-08 16:47:45 +01:00

trainer.md

(Part 2) feat: allow for tp_size attr for tplizing the model (#37054)

2025-04-10 17:44:09 +02:00

training.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

troubleshooting.md

Update all references to canonical models (#29001)

2024-02-16 08:16:58 +01:00