Commit Graph

2450 Commits

Author SHA1 Message Date
Michael
638c423c89
[i18n-zh] Translate add_new_pipeline.md into Chinese (#29432)
* [i18n-zh] Translate add_new_pipeline.md into Chinese

* apply suggestions from Fan-Lin
2024-03-05 09:19:00 -08:00
Arthur
fb1c62e973
[Add Mamba] Adds support for the Mamba models (#28094)
* initial-commit

* start cleaning

* small nits

* small nits

* current updates

* add kernels

* small refactoring little step

* add comments

* styling

* nit

* nits

* Style

* Small changes

* Push dummy mambda simple slow

* nit

* Use original names

* Use original names and remove norm

* Updates for inference params

* Style nd updates

* nits

* Match logits

* Add a test

* Add expected generated text

* nits doc, imports and styling

* style

* oups

* dont install kernels, invite users to install the required kernels

* let use use the original packages

* styling

* nits

* fix some copieds

* update doc

* fix-copies

* styling done

* nits

* fix import check

* run but wrong cuda ress

* mamba CUDA works :)

* fix the fast path

* config naming nits

* conversion script is not required at this stage

* finish fixing the fast path: generation make sense now!

* nit

* Let's start working on the CIs

* style

* better style

* more nits

* test nit

* quick fix for now

* nits

* nit

* nit

* nit

* nits

* update test rest

* fixup

* update test

* nit

* some fixes

* nits

* update test values

* fix styling

* nit

* support peft

* integrations tests require torchg

* also add slow markers

* styling

* chose forward wisely

* nits

* update tests

* fix gradient checkpointing

* fixup

* nit

* fix doc

* check copies

* fix the docstring

* fix some more tests

* style

* fix beam search

* add init schene

* update

* nit

* fix

* fixup the doc

* fix the doc

* fixup

* tentative update but slow is no longer good

* nit

* should we always use float32?

* nits

* revert wrong changes

* res in float32

* cleanup

* skip fmt for now

* update generation values

* update test values running original model

* fixup

* update tests + rename inference_params to cache_params + make sure training does not use cache_params

* small nits

* more nits

* fix final CIs

* style

* nit doc

* I hope final doc nits

* nit

* 🫠

* final touch!

* fix torch import

* Apply suggestions from code review

Co-authored-by: Lysandre Debut <hi@lysand.re>

* Apply suggestions from code review

* fix fix and fix

* fix base model prefix!

* nit

* Update src/transformers/models/mamba/__init__.py

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

Co-authored-by: Lysandre Debut <hi@lysand.re>

* nit

---------

Co-authored-by: Lysandre Debut <hi@lysand.re>
2024-03-05 20:01:06 +09:00
Joao Gante
87a0783dde
Generate: inner decoding methods are no longer public (#29437) 2024-03-05 10:27:36 +00:00
njackman-2344
e947683294
[Docs] Spanish Translation -Torchscript md & Trainer md (#29310)
* torchscript and trainer md es translation

* corrected md es files and even corrected spelling in en md

* made es corrections to trainer.md

* deleted entrenamiento... title on yml

* placed entrenamiento in right place
2024-03-04 13:57:51 -08:00
NielsRogge
836921fdeb
Add UDOP (#22940)
* First draft

* More improvements

* More improvements

* More fixes

* Fix copies

* More improvements

* More fixes

* More improvements

* Convert checkpoint

* More improvements, set up tests

* Fix more tests

* Add UdopModel

* More improvements

* Fix equivalence test

* More fixes

* Redesign model

* Extend conversion script

* Use real inputs for conversion script

* Add image processor

* Improve conversion script

* Add UdopTokenizer

* Add fast tokenizer

* Add converter

* Update README's

* Add processor

* Add fully fledged tokenizer

* Add fast tokenizer

* Use processor in conversion script

* Add tokenizer tests

* Fix one more test

* Fix more tests

* Fix tokenizer tests

* Enable fast tokenizer tests

* Fix more tests

* Fix additional_special_tokens of fast tokenizer

* Fix tokenizer tests

* Fix more tests

* Fix equivalence test

* Rename image to pixel_values

* Rename seg_data to bbox

* More renamings

* Remove vis_special_token

* More improvements

* Add docs

* Fix copied from

* Update slow tokenizer

* Update fast tokenizer design

* Make text input optional

* Add first draft of processor tests

* Fix more processor tests

* Fix decoder_start_token_id

* Fix test_initialization

* Add integration test

* More improvements

* Improve processor, add test

* Add more copied from

* Add more copied from

* Add more copied from

* Add more copied from

* Remove print statement

* Update README and auto mapping

* Delete files

* Delete another file

* Remove code

* Fix test

* Fix docs

* Remove asserts

* Add doc tests

* Include UDOP in exotic model tests

* Add expected tesseract decodings

* Add sentencepiece

* Use same design as T5

* Add UdopEncoderModel

* Add UdopEncoderModel to tests

* More fixes

* Fix fast tokenizer

* Fix one more test

* Remove parallelisable attribute

* Fix copies

* Remove legacy file

* Copy from T5Tokenizer

* Fix rebase

* More fixes, copy from T5

* More fixes

* Fix init

* Use ArthurZ/udop for tests

* Make all model tests pass

* Remove UdopForConditionalGeneration from auto mapping

* Fix more tests

* fixups

* more fixups

* fix the tokenizers

* remove un-necessary changes

* nits

* nits

* replace truncate_sequences_boxes with truncate_sequences for fix-copies

* nit current path

* add a test for input ids

* ids that we should get taken from c9f7a32f57

* nits converting

* nits

* apply ruff

* nits

* nits

* style

* fix slow order of addition

* fix udop fast range as well

* fixup

* nits

* Add docstrings

* Fix gradient checkpointing

* Update code examples

* Skip tests

* Update integration test

* Address comment

* Make fixup

* Remove extra ids from tokenizer

* Skip test

* Apply suggestions from code review

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

* Update year

* Address comment

* Address more comments

* Address comments

* Add copied from

* Update CI

* Rename script

* Update model id

* Add AddedToken, skip tests

* Update CI

* Fix doc tests

* Do not use Tesseract for the doc tests

* Remove kwargs

* Add original inputs

* Update casting

* Fix doc test

* Update question

* Update question

* Use LayoutLMv3ImageProcessor

* Update organization

* Improve docs

* Update forward signature

* Make images optional

* Remove deprecated device argument

* Add comment, add add_prefix_space

* More improvements

* Remove kwargs

---------

Co-authored-by: ArthurZucker <arthur.zucker@gmail.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
2024-03-04 18:49:02 +01:00
Michael
2209b7afa0
[i18n-zh] Sync source/zh/index.md (#29331)
* [i18n-zh] Sync source/zh/index.md

* apply review comments
2024-02-28 09:41:18 -08:00
Marc Sun
f54d82cace
[CI] Quantization workflow (#29046)
* [CI] Quantization workflow

* build dockerfile

* fix dockerfile

* update self-cheduled.yml

* test build dockerfile on push

* fix torch install

* udapte to python 3.10

* update aqlm version

* uncomment build dockerfile

* tests if the scheduler works

* fix docker

* do not trigger on psuh again

* add additional runs

* test again

* all good

* style

* Update .github/workflows/self-scheduled.yml

Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>

* test build dockerfile with torch 2.2.0

* fix extra

* clean

* revert changes

* Revert "revert changes"

This reverts commit 4cb52b8822.

* revert correct change

---------

Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>
2024-02-28 10:09:25 -05:00
RaymondLi0
63caa370e6
Starcoder2 model - bis (#29215)
* Copy model

* changes

* misc

* fixes

* add embed and residual dropout (#30)

* misc

* remove rms norm and gated MLP

* remove copied mentions where its not a copy anymore

* remove unused _shape

* copied from mistral instead

* fix copies

* fix copies

* add not doctested

* fix

* fix copyright

* Update docs/source/en/model_doc/starcoder2.md

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

* Update src/transformers/models/starcoder2/configuration_starcoder2.py

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

* Update src/transformers/models/starcoder2/configuration_starcoder2.py

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

* fix doc

* revert some changes

* add fa2 tests

* fix styling nit

* fix

* push dummy docs

---------

Co-authored-by: Joel Lamy-Poirier <joel.lamy-poirier@servicenow.com>
Co-authored-by: younesbelkada <younesbelkada@gmail.com>
Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
2024-02-28 01:24:34 +01:00
Michael
83ab0115d1
[i18n-zh] Translate fsdp.md into Chinese (#29305)
* [i18n-zh] Translate fsdp.md into Chinese

Signed-off-by: windsonsea <haifeng.yao@daocloud.io>

* apply suggestions from Fan-Lin

---------

Signed-off-by: windsonsea <haifeng.yao@daocloud.io>
2024-02-27 11:26:57 -08:00
Merve Noyan
83e366bfd4
Image Feature Extraction docs (#28973)
* Image Feature Extraction docs

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

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update image_feature_extraction.md

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

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

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

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Address comments

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

Co-authored-by: Maria Khalusova <kafooster@gmail.com>

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

Co-authored-by: Maria Khalusova <kafooster@gmail.com>

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

Co-authored-by: Maria Khalusova <kafooster@gmail.com>

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

Co-authored-by: Maria Khalusova <kafooster@gmail.com>

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

Co-authored-by: Maria Khalusova <kafooster@gmail.com>

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

Co-authored-by: Maria Khalusova <kafooster@gmail.com>

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

Co-authored-by: Maria Khalusova <kafooster@gmail.com>

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

Co-authored-by: Maria Khalusova <kafooster@gmail.com>

* Update image_feature_extraction.md

* Update image_feature_extraction.md

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

---------

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
Co-authored-by: Maria Khalusova <kafooster@gmail.com>
2024-02-27 09:39:58 +00:00
Eduardo Pacheco
3fcfbe7549
Adding SegGPT (#27735)
* First commit

* Improvements

* More improvements

* Converted original checkpoint to HF checkpoint

* Fix style

* Fixed forward

* More improvements

* More improvements

* Update src/transformers/models/seggpt/modeling_seggpt.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Remove asserts

* Remove unnecessary attributes

* Changed model name to camel case

* Improve forward doc

* Improve tests

* More improvements

* Fix copies

* Fix doc

* Make SegGptImageProcessor more flexible

* Added few-shot test

* Fix style

* Update READMEs and docs

* Update READMEs

* Make inputs required

* Add SegGptForImageSegmentation

* Make tests pass

* Rename to out_indicies

* Update src/transformers/models/seggpt/image_processing_seggpt.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update src/transformers/models/seggpt/image_processing_seggpt.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Fixed naming convention

* Copying SegGptMlp from modeling_sam.py

* Some minor improvements

* Remove mlp_ratio

* Fix docstrings

* Fixed docstring match

* Objects defined before use

* Storing only patch_size and beta for SegGptLoss

* removed _prepare_inputs method

* Removed modified from headers

* Renamed to output_indicies

* Removed unnecessary einsums

* Update tests/models/seggpt/test_modeling_seggpt.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update tests/models/seggpt/test_modeling_seggpt.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update tests/models/seggpt/test_modeling_seggpt.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update src/transformers/models/seggpt/image_processing_seggpt.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update src/transformers/models/seggpt/image_processing_seggpt.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update src/transformers/models/seggpt/image_processing_seggpt.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update src/transformers/models/seggpt/modeling_seggpt.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update src/transformers/models/seggpt/modeling_seggpt.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Fixing issues

* Raise error as soon as possible

* More fixes

* Fix merge

* Added palette to SegGptImageProcessor

* Fixed typo

* Fixed shape typo

* Added permute before doing palette to class mapping

* Fixed style

* Fixed and added tests

* Fixed docstrings

* Matching SegFormer API for post_processing_semantic_segmentation

* Fixed copies

* Fixed SegGptImageProcessor to handle both binary and RGB masks

* Updated docstrings of SegGptImageProcessor

* Update src/transformers/models/seggpt/image_processing_seggpt.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

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

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update src/transformers/models/seggpt/configuration_seggpt.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update src/transformers/models/seggpt/convert_seggpt_to_hf.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update src/transformers/models/seggpt/image_processing_seggpt.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update src/transformers/models/seggpt/modeling_seggpt.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update src/transformers/models/seggpt/image_processing_seggpt.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update src/transformers/models/seggpt/image_processing_seggpt.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update src/transformers/models/seggpt/image_processing_seggpt.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update src/transformers/models/seggpt/modeling_seggpt.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update tests/models/seggpt/test_image_processing_seggpt.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update tests/models/seggpt/test_modeling_seggpt.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update src/transformers/models/seggpt/modeling_seggpt.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update src/transformers/models/seggpt/modeling_seggpt.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update src/transformers/models/seggpt/modeling_seggpt.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Object definitions above & fix style

* Renamed output_indices to intermediate_feature_indices

* Removed unnecessary check on bool_masked_pos

* Loss first in the outputs

* Added validation for do_normalize

* Improved SegGptImageProcessor and added new tests

* Added comment

* Added docstrings to SegGptLoss

* Reimplemented ensemble condition logic in SegGptEncoder

* Update src/transformers/models/seggpt/__init__.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update src/transformers/models/seggpt/modeling_seggpt.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update src/transformers/models/seggpt/convert_seggpt_to_hf.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update src/transformers/models/seggpt/configuration_seggpt.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Updated docstrings to use post_process_semantic_segmentation

* Fixed typo on docstrings

* moved pixel values test to test_image_processing_seggpt

* Addressed comments

* Update src/transformers/models/seggpt/configuration_seggpt.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update src/transformers/models/seggpt/image_processing_seggpt.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update src/transformers/models/seggpt/configuration_seggpt.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update src/transformers/models/seggpt/modeling_seggpt.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Updated docstrings for SegGptLoss

* Address comments

* Added SegGpt example to model docs

* Update src/transformers/models/seggpt/modeling_seggpt.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* moved patchify and unpatchify

* Rename checkpoint

* Renamed intermediate_features to intermediate_hidden_states for consistency

* Update src/transformers/models/seggpt/configuration_seggpt.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Replaced post_process_masks for post_process_semantic_segmentation in the docs

---------

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Niels <niels.rogge1@gmail.com>
Co-authored-by: Eduardo Pacheco <eduardo.pacheco@limehome.com>
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2024-02-26 18:17:19 +00:00
Michael
a44d2dc3a9
[i18n-zh] Translated task/asr.md into Chinese (#29233)
* [zh] Translate a task: asr.md

Signed-off-by: windsonsea <haifeng.yao@daocloud.io>

* apply suggestions from Fan-Lin

---------

Signed-off-by: windsonsea <haifeng.yao@daocloud.io>
2024-02-26 08:53:05 -08:00
Ming Xu (徐明)
734eb25476
🌐 [i18n-ZH] Translate chat_templating.md into Chinese (#28790)
* [Pix2struct] Simplify generation (#22527)

* Add model to doc tests

* Remove generate and replace by prepare_inputs_for_generation

* More fixes

* Remove print statements

* Update integration tests

* Fix generate

* Remove model from auto mapping

* Use auto processor

* Fix integration tests

* Fix test

* Add inference code snippet

* Remove is_encoder_decoder

* Update docs

* Remove notebook link

* Release: v4.28.0

* Revert (for now) the change on `Deta` in #22437 (#22750)

fix

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>

* Patch release: v4.28.1

* update zh chat template.

* Update docs/source/zh/chat_templating.md

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

* Update docs/source/zh/_toctree.yml

Co-authored-by: Michael <haifeng.yao@daocloud.io>

* Update docs/source/zh/chat_templating.md

Co-authored-by: Michael <haifeng.yao@daocloud.io>

* Update docs/source/zh/chat_templating.md

Co-authored-by: Michael <haifeng.yao@daocloud.io>

* Update docs/source/zh/chat_templating.md

Co-authored-by: Michael <haifeng.yao@daocloud.io>

* Update docs/source/zh/chat_templating.md

Co-authored-by: Michael <haifeng.yao@daocloud.io>

* Update docs/source/zh/chat_templating.md

Co-authored-by: Michael <haifeng.yao@daocloud.io>

* Update docs/source/zh/chat_templating.md

Co-authored-by: Michael <haifeng.yao@daocloud.io>

---------

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Sylvain Gugger <Sylvain.gugger@gmail.com>
Co-authored-by: Yih-Dar <2521628+ydshieh@users.noreply.github.com>
Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
Co-authored-by: Michael <haifeng.yao@daocloud.io>
2024-02-26 08:42:24 -08:00
Michael
b43340455d
[i18n-zh] Translated torchscript.md into Chinese (#29234)
Signed-off-by: windsonsea <haifeng.yao@daocloud.io>
2024-02-26 08:27:47 -08:00
Aaron Jimenez
9f7535bda8
[docs] Spanish translation of tasks_explained.md (#29224)
* Add tasks_explained.md to es/

* Fix little typo in en/ version

* translate speach/audio section

* translate part of vision computer section | fix little typo in en/

* Fix little typo in en/

* Translate vision computer section | remove ** ** to * * in both files

* Translate NLP section | fix link to task/translation in en/

* Updete link in es/tasks_summary.md

* Fix task_summary title link
2024-02-26 08:18:15 -08:00
Arthur
89c64817ce
[Doc] update model doc qwen2 (#29238)
* update model doc qwen2

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

Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>

---------

Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>
2024-02-23 10:43:31 +01:00
fxmarty
2cc8cf6ce7
Fix torch.compile with fullgraph=True when attention_mask input is used (#29211)
* fix torch.export.export for llama

* do not change doc title

* make fix copies
2024-02-22 16:40:06 +01:00
NielsRogge
dabe855668
[Mistral, Mixtral] Improve docs (#29084)
* Improve docs

* Improve chat template
2024-02-22 11:48:01 +01:00
Andrei Panferov
fc37f38915
Add training version check for AQLM quantizer. (#29142)
* training version check

* warn old aqlm

* aqlm 1.0.2 real

* docs
2024-02-21 17:09:36 +01:00
Arthur
594c1277b2
[ gemma] Adds support for Gemma 💎 (#29167)
* inital commit

* update

* update conversion checkpoint

* update conversion script

* nits

* some fixes

* nits

* merge

* fix permute

* nits

* fix

* nits

* nits

* nits

* fix rope

* fix both rope

* nites

* style

* make sure flax works

* fix flax init code

* fix foward

* nits

* print flax generation out

* current code

* nits

* SIIIIIIIIIIIIIIIIIII

* update

* add new tokenizer

* correct fast tokenizer

* fix conversion

* more comments

* fix modeling and conversion

* nits and nits

* nits testing

* add some tokenization tests

* add some edge cases

* add slow tests and fix them

* fixup

* fix copies for modeling

* fix copies

* add 7B slow tests

* fix

* fix

* fix tests

* make tokenizer cis go green

* styling

* last tokenizer nits

* update jax tests

* fix flax for 7b

* add jit testing 🤗

* cleanups

* isolated nit, inv_freq for rotary_emb.inv_freq

* propagate to jax

* Apply suggestions from code review

Co-authored-by: Sanchit Gandhi <93869735+sanchit-gandhi@users.noreply.github.com>

* adjust test

* fix conversion script

* change name

* correct file names

* update conversion script

* Fix bos and eos token ids in the model configuration (#3)

* update modelling

* update conversion script

* add static cache for gemma

* fix sdpa generate

* fix batched

* multiple fixes

* fix FA2

* final fix

* Rename a few missing strings and filenames (#4)

* merge with upstream main

* fix copies

* fix copies

* fix fixup

* fix fixup

* fix

* fix

* final tests

* fix fx gemma tests

* fix fx bf16/fp16 tests

* update slow fx tests

* fx slow tests: one logits, one generation

* move jit test standalone

* Apply suggestions from code review

* nits

* tokenizer updates

* more tokenization updates: custom GemmaSentencepieceExtrator

* style

* Update src/transformers/cache_utils.py

* Update src/transformers/models/gemma/__init__.py

* Update tests/models/gemma/test_modeling_flax_gemma.py

* small nits

* style

* update tokenization test

* fix the rotary embedding

* with style

* fix slow tests

* WARNING this commit might be very important for precisions

* Update tests/models/gemma/test_modeling_flax_gemma.py

* Update src/transformers/models/gemma/configuration_gemma.py

Co-authored-by: Lysandre Debut <hi@lysand.re>

* Update src/transformers/models/gemma/modeling_flax_gemma.py

Co-authored-by: Lysandre Debut <hi@lysand.re>

* small nits here and there!

* forgotten nit

* remove on the fly computation of inv_freq

* revert previous change, let's be safe and for now re-compute freq cis to make sure it's in float

* Apply suggestions from code review

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

* Update src/transformers/models/gemma/convert_gemma_weights_to_hf.py

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

* Update src/transformers/models/gemma/convert_gemma_weights_to_hf.py

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

* Update tests/models/gemma/test_modeling_gemma.py

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

* Update tests/models/gemma/test_modeling_gemma.py

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

* Update tests/models/gemma/test_modeling_gemma.py

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

* Update tests/models/gemma/test_modeling_flax_gemma.py

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

* Update tests/models/gemma/test_modeling_gemma.py

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

* Update tests/models/gemma/test_modeling_gemma.py

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

* Update tests/models/gemma/test_tokenization_gemma.py

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

* Update tests/models/gemma/test_tokenization_gemma.py

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

* Update tests/models/gemma/test_tokenization_gemma.py

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

* Update tests/models/gemma/test_tokenization_gemma.py

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

* Update tests/models/gemma/test_modeling_gemma.py

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

* Update tests/models/gemma/test_modeling_gemma.py

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

* Update tests/models/gemma/test_modeling_gemma.py

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

* Update tests/models/gemma/test_modeling_gemma.py

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

* Update tests/models/gemma/test_modeling_gemma.py

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

* nit conversion script link

* fix some tests

* add not doctest and pr doctest

* repo consistency

* fix last CIs 🚀

* update all readmes

---------

Co-authored-by: younesbelkada <younesbelkada@gmail.com>
Co-authored-by: Sanchit Gandhi <93869735+sanchit-gandhi@users.noreply.github.com>
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>
Co-authored-by: sanchit-gandhi <sanchit@huggingface.co>
Co-authored-by: Lysandre Debut <hi@lysand.re>
2024-02-21 14:21:28 +01:00
Ekaterina Aidova
1d0ea7abe0
support SDPA Attention in stablelm (#29106)
* support SDPA Attention in stablelm

* add integration test

* add fallback for output_attentions

* Update src/transformers/models/stablelm/modeling_stablelm.py

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

* Update tests/models/stablelm/test_modeling_stablelm.py

Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>

* Update src/transformers/models/stablelm/modeling_stablelm.py

Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>

* handle non-contiguous states

---------

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>
2024-02-21 13:12:49 +01:00
Gustavo Isturiz
3c00b885b9
Added image_captioning version in es and included in toctree file (#29104)
added image_captioning version in es and included in toctree file
2024-02-20 09:13:15 -08:00
JB (Don)
b8b16475d4
[Phi] Add support for sdpa (#29108) 2024-02-20 14:33:12 +01:00
NielsRogge
07e3454f03
[Docs] Add resources (#28705)
* Add resource

* Add more resources

* Add resources

* Apply suggestions from code review

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Remove mention

* Remove pipeline tags

---------

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2024-02-19 15:22:29 +01:00
Winton Davies
593230f0a1
fix the post-processing link (#29091)
The link in evaluation was missing a hyphen between post and processing. I fixed this, for English only. Someone with the ability to do a global search/replace should fix the other languages (if indeed they have this issue)/
2024-02-19 10:15:58 +00:00
Aaron Jimenez
ce4fff0be7
[Docs] Spanish translation of task_summary.md (#28844)
* Add task_summary to es/_toctree.yml

* Add task_summary.md to docs/es

* Change title of task_summary.md

* Translate firsts paragraphs

* Translate middle paragraphs

* Translte the rest of the doc

* Edit firts paragraph
2024-02-16 15:50:06 -08:00
Matt
2f1003be86
Add chat support to text generation pipeline (#28945)
* Add chat support to text generation pipeline

* Better handling of single elements

* Deprecate ConversationalPipeline

* stash commit

* Add missing add_special_tokens kwarg

* Update chat templating docs to refer to TextGenerationPipeline instead of ConversationalPipeline

* Add TF tests

* @require_tf

* Add type hint

* Add specific deprecation version

* Remove unnecessary do_sample

* Remove todo - the discrepancy has been resolved

* Update src/transformers/tokenization_utils_base.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update src/transformers/pipelines/text_generation.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

---------

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2024-02-16 16:41:01 +00:00
Lysandre Debut
f497f564bb
Update all references to canonical models (#29001)
* Script & Manual edition

* Update
2024-02-16 08:16:58 +01:00
Merve Noyan
3f4e79d29c
Mask Generation Task Guide (#28897)
* Create mask_generation.md

* add h1

* add to toctree

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

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

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

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

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

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

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

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

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

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update mask_generation.md

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

Co-authored-by: Maria Khalusova <kafooster@gmail.com>

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

Co-authored-by: Maria Khalusova <kafooster@gmail.com>

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

Co-authored-by: Maria Khalusova <kafooster@gmail.com>

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

Co-authored-by: Maria Khalusova <kafooster@gmail.com>

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

Co-authored-by: Maria Khalusova <kafooster@gmail.com>

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

Co-authored-by: Maria Khalusova <kafooster@gmail.com>

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

Co-authored-by: Maria Khalusova <kafooster@gmail.com>

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

Co-authored-by: Maria Khalusova <kafooster@gmail.com>

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

Co-authored-by: Maria Khalusova <kafooster@gmail.com>

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

Co-authored-by: Maria Khalusova <kafooster@gmail.com>

* Update mask_generation.md

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

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

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

Co-authored-by: Klaus Hipp <khipp@users.noreply.github.com>

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

Co-authored-by: Klaus Hipp <khipp@users.noreply.github.com>

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

Co-authored-by: Klaus Hipp <khipp@users.noreply.github.com>

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

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

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

* Update mask_generation.md

* Update mask_generation.md

---------

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Maria Khalusova <kafooster@gmail.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
Co-authored-by: Klaus Hipp <khipp@users.noreply.github.com>
2024-02-14 18:29:49 +00:00
amyeroberts
7252e8d937
[Doc] Fix docbuilder - make BackboneMixin and BackboneConfigMixin importable from utils. (#29002)
* Trigger doc build

* Test removing references

* Importable from utils

* Trigger another run on a new commit for testing
2024-02-14 10:29:22 +00:00
Andrei Panferov
1ecf5f7c98
AQLM quantizer support (#28928)
* aqlm init

* calibration and dtypes

* docs

* Readme update

* is_aqlm_available

* Simpler link in docs

* Test TODO real reference

* init _import_structure fix

* AqlmConfig autodoc

* integration aqlm

* integrations in tests

* docstring fix

* legacy typing

* Less typings

* More kernels information

* Performance -> Accuracy

* correct tests

* remoced multi-gpu test

* Update docs/source/en/quantization.md

Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>

* Update src/transformers/utils/quantization_config.py

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

* Brought back multi-gpu tests

* Update src/transformers/integrations/aqlm.py

Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>

* Update tests/quantization/aqlm_integration/test_aqlm.py

Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>

---------

Co-authored-by: Andrei Panferov <blacksamorez@yandex-team.ru>
Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>
2024-02-14 09:25:41 +01:00
NielsRogge
63ffd56d02
Add SiglipForImageClassification and CLIPForImageClassification (#28952)
* First draft

* Add CLIPForImageClassification

* Remove scripts

* Fix doctests
2024-02-14 08:41:31 +01:00
Jonathan Tow
de6029a059
Add StableLM (#28810)
* Add `StableLM`

* fix(model): re-create from `huggingface-cli add-new-model-like persimmon`

* fix: re-add changes to address comments

* fix(readme): add links to paper

* fix(tokenization_auto): remove `GPTNeoXTokenizerFastFast` ref

* fix(tests): re-add `@slow` decorator to integration tests

* fix(tests): import slow...

* fix(readme_hd): remove whitespace edit

* fix(tokenizer): auto tokenizer tuple

* skip doctests for `modeling_stablelm`
2024-02-14 07:15:18 +01:00
Klaus Hipp
d90acc1643
[i18n-de] Translate CONTRIBUTING.md to German (#28954)
* Translate contributing.md to German

* Fix formatting issues in contributing.md

* Address review comments

* Fix capitalization
2024-02-12 13:39:20 -08:00
NielsRogge
78ba9f4617
[Docs] Add video section (#28958)
Add video section
2024-02-12 19:50:31 +01:00
Klaus Hipp
fe3df9d5b3
[Docs] Add language identifiers to fenced code blocks (#28955)
Add language identifiers to code blocks
2024-02-12 10:48:31 -08:00
NielsRogge
ef5ab72f4b
[Docs] Update README and default pipelines (#28864)
* Update README and docs

* Update README

* Update README
2024-02-12 10:21:36 +01:00
Klaus Hipp
2749e479f3
[Docs] Fix broken links and syntax issues (#28918)
* Fix model documentation links in attention.md

* Fix external link syntax

* Fix target anchor names of section links

* Fix copyright statement comments

* Fix documentation headings
2024-02-08 14:13:35 -08:00
Arthur
115ac94d06
[Core generation] Adds support for static KV cache (#27931)
Co-authored-by: fxmarty <9808326+fxmarty@users.noreply.github.com>
Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>
Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>
2024-02-08 11:50:34 +01:00
Klaus Hipp
33df036917
[Docs] Revert translation of '@slow' decorator (#28912) 2024-02-08 03:31:47 +01:00
Klaus Hipp
1c31b7aa3b
[Docs] Add missing language options and fix broken links (#28852)
* Add missing entries to the language selector

* Add links to the Colab and AWS Studio notebooks for ONNX

* Use anchor links in CONTRIBUTING.md

* Fix broken hyperlinks due to spaces

* Fix links to OpenAI research articles

* Remove confusing footnote symbols from author names, as they are also considered invalid markup
2024-02-06 12:01:01 -08:00
Klaus Hipp
4830f26965
[Docs] Fix backticks in inline code and documentation links (#28875)
Fix backticks in code blocks and documentation links
2024-02-06 11:15:44 -08:00
nakranivaibhav
2e7c942c81
Adds LlamaForQuestionAnswering class in modeling_llama.py along with AutoModel Support (#28777)
* This is a test commit

* testing commit

* final commit with some changes

* Removed copy statement

* Fixed formatting issues

* Fixed error added past_key_values in the forward method

* Fixed a trailing whitespace. Damn the formatting rules are strict

* Added the copy statement
2024-02-06 03:41:42 +01:00
amyeroberts
ba3264b4e8
Image Feature Extraction pipeline (#28216)
* Draft pipeline

* Fixup

* Fix docstrings

* Update doctest

* Update pipeline_model_mapping

* Update docstring

* Update tests

* Update src/transformers/pipelines/image_feature_extraction.py

Co-authored-by: Omar Sanseviero <osanseviero@gmail.com>

* Fix docstrings - review comments

* Remove pipeline mapping for composite vision models

* Add to pipeline tests

* Remove for flava (multimodal)

* safe pil import

* Add requirements for pipeline run

* Account for super slow efficientnet

* Review comments

* Fix tests

* Swap order of kwargs

* Use build_pipeline_init_args

* Add back FE pipeline for Vilt

* Include image_processor_kwargs in docstring

* Mark test as flaky

* Update TODO

* Update tests/pipelines/test_pipelines_image_feature_extraction.py

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

* Add license header

---------

Co-authored-by: Omar Sanseviero <osanseviero@gmail.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
2024-02-05 14:50:07 +00:00
Klaus Hipp
721ee783ca
[Docs] Fix spelling and grammar mistakes (#28825)
* Fix typos and grammar mistakes in docs and examples

* Fix typos in docstrings and comments

* Fix spelling of `tokenizer` in model tests

* Remove erroneous spaces in decorators

* Remove extra spaces in Markdown link texts
2024-02-02 08:45:00 +01:00
Steven Liu
2418c64a1c
[docs] HfQuantizer (#28820)
* tidy

* fix path
2024-02-02 08:22:18 +01:00
Steven Liu
abbffc4525
[docs] Backbone (#28739)
* backbones

* fix path

* fix paths

* fix code snippet

* fix links
2024-02-01 09:16:16 -08:00
Rockerz
23ea6743f2
Add models from deit (#28302)
* Add modelss

* Add 2 more models

* add models to tocrree

* Add modles

* Update docs/source/ja/model_doc/detr.md

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

* Update docs/source/ja/model_doc/deit.md

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

* Update docs/source/ja/model_doc/deplot.md

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

* fix bugs

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
2024-02-01 09:15:55 -08:00
Matt
7bc6d76396
Add tip on setting tokenizer attributes (#28764)
* Add tip on setting tokenizer attributes

* Grammar

* Remove the bit that was causing doc builds to fail
2024-02-01 14:44:58 +00:00
JB (Don)
0d26abdd3a
Adding [T5/MT5/UMT5]ForTokenClassification (#28443)
* Adding [T5/MT5/UMT5]ForTokenClassification

* Add auto mappings for T5ForTokenClassification and variants

* Adding ForTokenClassification to the list of models

* Adding attention_mask param to the T5ForTokenClassification test

* Remove outdated comment in test

* Adding EncoderOnly and Token Classification tests for MT5 and UMT5

* Fix typo in umt5 string

* Add tests for all the existing MT5 models

* Fix wrong comment in dependency_versions_table

* Reverting change to common test for _keys_to_ignore_on_load_missing

The test is correctly picking up redundant keys in _keys_to_ignore_on_load_missing.

* Removing _keys_to_ignore_on_missing from MT5 since the key is not used in the model

* Add fix-copies to MT5ModelTest
2024-02-01 03:53:49 +01:00
Kian Sierra McGettigan
f7076cd346
Flax mistral (#26943)
* direct copy from llama work

* mistral modules forward pass working

* flax mistral forward pass with sliding window

* added tests

* added layer collection approach

* Revert "added layer collection approach"

This reverts commit 0e2905bf22.

* Revert "Revert "added layer collection approach""

This reverts commit fb17b6187a.

* fixed attention outputs

* added mistral to init and auto

* fixed import name

* fixed layernorm weight dtype

* freeze initialized weights

* make sure conversion consideres bfloat16

* added backend

* added docstrings

* added cache

* fixed sliding window causal mask

* passes cache tests

* passed all tests

* applied make style

* removed commented out code

* applied fix-copies ignored other model changes

* applied make fix-copies

* removed unused functions

* passed generation integration test

* slow tests pass

* fixed slow tests

* changed default dtype from jax.numpy.float32 to float32 for docstring check

* skip cache test  for FlaxMistralForSequenceClassification since if pad_token_id in input_ids it doesn't score previous input_ids

* updated checkpoint since from_pt not included

* applied black style

* removed unused args

* Applied styling and fixup

* changed checkpoint for doc back

* fixed rf after adding it to hf hub

* Add dummy ckpt

* applied styling

* added tokenizer to new ckpt

* fixed slice format

* fix init and slice

* changed ref for placeholder TODO

* added copies from Llama

* applied styling

* applied fix-copies

* fixed docs

* update weight dtype reconversion for sharded weights

* removed Nullable input ids

* Removed unnecessary output attentions in Module

* added embedding weight initialziation

* removed unused past_key_values

* fixed deterministic

* Fixed RMS Norm and added copied from

* removed input_embeds

* applied make style

* removed nullable input ids from sequence classification model

* added copied from GPTJ

* added copied from Llama on FlaxMistralDecoderLayer

* added copied from to FlaxMistralPreTrainedModel methods

* fix test deprecation warning

* freeze gpt neox random_params and fix copies

* applied make style

* fixed doc issue

* skipped docstring test to allign # copied from

* applied make style

* removed FlaxMistralForSequenceClassification

* removed unused padding_idx

* removed more sequence classification

* removed sequence classification

* applied styling and consistency

* added copied from in tests

* removed sequence classification test logic

* applied styling

* applied make style

* removed freeze and fixed copies

* undo test change

* changed repeat_kv to tile

* fixed to key value groups

* updated copyright year

* split casual_mask

* empty to rerun failed pt_flax_equivalence test FlaxWav2Vec2ModelTest

* went back to 2023 for tests_pr_documentation_tests

* went back to 2024

* changed tile to repeat

* applied make style

* empty for retry on Wav2Vec2
2024-01-31 14:19:02 +01:00
Matt
415e9a0980
Add tf_keras imports to prepare for Keras 3 (#28588)
* Port core files + ESM (because ESM code is odd)

* Search-replace in modelling code

* Fix up transfo_xl as well

* Fix other core files + tests (still need to add correct import to tests)

* Fix cookiecutter

* make fixup, fix imports in some more core files

* Auto-add imports to tests

* Cleanup, add imports to sagemaker tests

* Use correct exception for importing tf_keras

* Fixes in modeling_tf_utils

* make fixup

* Correct version parsing code

* Ensure the pipeline tests correctly revert to float32 after each test

* Ensure the pipeline tests correctly revert to float32 after each test

* More tf.keras -> keras

* Add dtype cast

* Better imports of tf_keras

* Add a cast for tf.assign, just in case

* Fix callback imports
2024-01-30 17:26:36 +00:00
Younes Belkada
866253f85e
[HfQuantizer] Move it to "Developper guides" (#28768)
Update _toctree.yml
2024-01-30 07:20:20 +01:00
Poedator
d78e78a0e4
HfQuantizer class for quantization-related stuff in modeling_utils.py (#26610)
* squashed earlier commits for easier rebase

* rm rebase leftovers

* 4bit save enabled @quantizers

* TMP gptq test use exllama

* fix AwqConfigTest::test_wrong_backend for A100

* quantizers AWQ fixes

* _load_pretrained_model low_cpu_mem_usage branch

* quantizers style

* remove require_low_cpu_mem_usage attr

* rm dtype arg from process_model_before_weight_loading

* rm config_origin from Q-config

* rm inspect from q_config

* fixed docstrings in QuantizationConfigParser

* logger.warning fix

* mv is_loaded_in_4(8)bit to BnbHFQuantizer

* is_accelerate_available error msg fix in quantizer

* split is_model_trainable in bnb quantizer class

* rm llm_int8_skip_modules as separate var in Q

* Q rm todo

* fwd ref to HFQuantizer in type hint

* rm note re optimum.gptq.GPTQQuantizer

* quantization_config in __init__ simplified

* replaced NonImplemented with  create_quantized_param

* rm load_in_4/8_bit deprecation warning

* QuantizationConfigParser refactoring

* awq-related minor changes

* awq-related changes

* awq config.modules_to_not_convert

* raise error if no q-method in q-config in args

* minor cleanup

* awq quantizer docstring

* combine common parts in bnb process_model_before_weight_loading

* revert test_gptq

* .process_model_ cleanup

* restore dict config warning

* removed typevars in quantizers.py

* cleanup post-rebase 16 jan

* QuantizationConfigParser classmethod refactor

* rework of handling of unexpected aux elements of bnb weights

* moved q-related stuff from save_pretrained to quantizers

* refactor v1

* more changes

* fix some tests

* remove it from main init

* ooops

* Apply suggestions from code review

Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>

* fix awq issues

* fix

* fix

* fix

* fix

* fix

* fix

* add docs

* Apply suggestions from code review

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>

* Apply suggestions from code review

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

* Update docs/source/en/hf_quantizer.md

* address comments

* fix

* fixup

* Update src/transformers/modeling_utils.py

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

* Update src/transformers/modeling_utils.py

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

* address final comment

* update

* Update src/transformers/quantizers/base.py

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

* Update src/transformers/quantizers/auto.py

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

* fix

* add kwargs update

* fixup

* add `optimum_quantizer` attribute

* oops

* rm unneeded file

* fix doctests

---------

Co-authored-by: younesbelkada <younesbelkada@gmail.com>
Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>
Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
2024-01-30 02:48:25 +01:00
Sanchit Gandhi
da3c79b245
[Whisper] Make tokenizer normalization public (#28136)
* [Whisper] Make tokenizer normalization public

* add to docs
2024-01-29 16:07:35 +00:00
Julien Chaumond
26aa03a252
small doc update for CamemBERT (#28644) 2024-01-29 15:46:32 +01:00
Vinyzu
3a08cc485f
[Docs] Fix Typo in English & Japanese CLIP Model Documentation (TMBD -> TMDB) (#28751)
* [Docs] Fix Typo in English CLIP model_doc

* [Docs] Fix Typo in Japanese CLIP model_doc
2024-01-29 10:06:51 +00:00
Steven Liu
abe0289e6d
[docs] Fix datasets in guides (#28715)
* change datasets

* fix
2024-01-26 09:29:07 -08:00
D
3a46e30dd1
[docs] Update preprocessing.md (#28719)
* Update preprocessing.md

adjust ImageProcessor link to working target (same as in lower section of file)

* Update preprocessing.md
2024-01-26 11:58:57 +00:00
Peter Götz
2875195887
[docs] Improve visualization for vertical parallelism (#28583)
The documentation says "We refer to this Model parallelism as “Vertical” because of how models are typically visualized.", but then visualizes the model horizontally. This change visualizes the model indeed vertically.
2024-01-25 17:55:11 +00:00
Yusuf
24f1a00e4c
Update question_answering.md (#28694)
fix typo:

from:

 "model = TFAutoModelForQuestionAnswering("distilbert-base-uncased")"

to:
model = TFAutoModelForQuestionAnswering.from_pretrained("distilbert-base-uncased")
2024-01-25 14:06:38 +00:00
Merve Noyan
2000095666
Improve Backbone API docs (#28666)
Update backbones.md
2024-01-25 11:51:58 +00:00
NielsRogge
963db81a5a
Add Depth Anything (#28654)
* First draft

* More improvements

* More improvements

* More improvements

* More improvements

* Add docs

* Remove file

* Add copied from

* Address comments

* Address comments

* Address comments

* Fix style

* Update docs

* Convert all checkpoints, add integration test

* Rename checkpoints

* Add pretrained backbone attributes

* Fix default config

* Address comment

* Add figure to docs

* Fix bug thanks to @xenova

* Update conversion script

* Fix integration test
2024-01-25 09:34:50 +01:00
Steven Liu
f40b87de0c
[docs] Fix doc format (#28684)
* fix hfoptions

* revert changes to other files

* fix
2024-01-24 11:18:59 -08:00
Fanli Lin
8278b1538e
improve efficient training on CPU documentation (#28646)
* update doc

* revert

* typo fix

* refine

* add dtypes

* Update docs/source/en/perf_train_cpu.md

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

* Update docs/source/en/perf_train_cpu.md

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

* Update docs/source/en/perf_train_cpu.md

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

* no comma

* use avx512-vnni

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
2024-01-24 09:07:13 -08:00
Steven Liu
738ec75c90
[docs] DeepSpeed (#28542)
* config

* optim

* pre deploy

* deploy

* save weights, memory, troubleshoot, non-Trainer

* done
2024-01-24 08:31:28 -08:00
amyeroberts
e547458c43
Fix phi model doc checkpoint (#28581)
Co-authored-by: Pashmina Cameron <11311835+pashminacameron@users.noreply.github.com>
2024-01-22 17:15:07 +00:00
Matt
692c3c6b73
Add config tip to custom model docs (#28601)
Add tip to custom model docs
2024-01-22 13:46:04 +00:00
NielsRogge
faf03541e2
[SigLIP] Don't pad by default (#28578)
First draft
2024-01-19 13:30:00 +01:00
Yoach Lacombe
d2cdefb9ec
Add new meta w2v2-conformer BERT-like model (#28165)
* first commit

* correct default value non causal

* update config and modeling code

* update converting checkpoint

* clean modeling and fix tests

* make style

* add new config parameters to docstring

* fix copied from statements

* Apply suggestions from code review

Co-authored-by: Sanchit Gandhi <93869735+sanchit-gandhi@users.noreply.github.com>

* make position_embeddings_type docstrings clearer

* clean converting script

* remove function not used

* clean modeling file

* apply suggestion for test file + add convert script to not_doctested

* modify tests according to review - cleaner logic and more tests

* Apply nit suggestions from code review

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* add checker of valid position embeddings type

* instantiate new layer norm layer with the right eps

* fix freeze_feature_encoder since it can be None in some cases

* add test same output in convert script

* restore wav2vec2conformer and add new model

* create processor and FE + clean

* add new model code

* fix convert script and set default config parameters

* correct model id paths

* make style

* make fix-copies and cleaning files

* fix copied from statements

* complete .md and fixe copies

* clean convert script argument defaults

* fix config parameters docstrings

* fix config docstring

* add copied from and enrich FE tests

* fix copied from and repo-consistency

* add autotokenizer

* make test input length shorter and change docstring code

* fix docstrings and copied from

* add add_adapter to ASR training example

* make testing of adapters more robust

* adapt to multi adapter layers

* refactor input_values->input_features and remove w2v2-bert feature extractor

* remove pretraining model

* remove depreciated features and useless lines

* add copied from and ignore statements to modeling tests

* remove pretraining model #2

* change import in convert script

* change default in convert script

* update readme and remove useless line

* Update tests/models/wav2vec2_bert/test_processor_wav2vec2_bert.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* refactor BERT to Bert for consistency

* remove useless ignore copy statement

* add persistent to buffer in rotary

* add eps in LayerNorm init and remove copied from

* add adapter activation parameters and add copied from statements

* Fix copied statements and add unitest.skip reasons

* add copied statement in test_processor

* refactor processor

* make style

* replace numpy random by torch rand

* remove expected output CTC

* improve converting script with processor class

* Apply suggestions from code review

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* remove gumbel class

* remove tests related to previously deleted class

* Update src/transformers/models/wav2vec2_bert/configuration_wav2vec2_bert.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* correct typos

* remove uused parameters

* update processor to takes both text and audio

* update checkpoints

* update expected output and add ctc expected output

* add label_attention_mask

* replace pt with np in processor tests

* fix typo

* revert to behaviour with labels_attention_mask

---------

Co-authored-by: Sanchit Gandhi <93869735+sanchit-gandhi@users.noreply.github.com>
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2024-01-18 13:37:34 +00:00
Junyang Lin
d6ffe74dfa
Add qwen2 (#28436)
* add config, modeling, and tokenization

* add auto and init

* update readme

* update readme

* update team name

* fixup

* fixup

* update config

* update code style

* update for fixup

* update for fixup

* update for fixup

* update for testing

* update for testing

* fix bug for config and tokenization

* fix bug for bos token

* not doctest

* debug tokenizer

* not doctest

* debug tokenization

* debug init for tokenizer

* fix style

* update init

* delete if in token auto

* add tokenizer doc

* add tokenizer in init

* Update dummy_tokenizers_objects.py

* update

* update

* debug

* Update tokenization_qwen2.py

* debug

* Update convert_slow_tokenizer.py

* add copies

* add copied from and make style

* update files map

* update test

* fix style

* fix merge reading and update tests

* fix tests

* fix tests

* fix style

* debug a variable in readme

* Update src/transformers/models/qwen2/configuration_qwen2.py

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

* update test and copied from

* fix style

* update qwen2 tokenization  and tests

* Update tokenization_qwen2.py

* delete the copied from after property

* fix style

* update tests

* update tests

* add copied from

* fix bugs

* update doc

* add warning for sliding window attention

* update qwen2 tokenization

* fix style

* Update src/transformers/models/qwen2/modeling_qwen2.py

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

* fix tokenizer fast

---------

Co-authored-by: Ren Xuancheng <jklj077@users.noreply.github.com>
Co-authored-by: renxuancheng.rxc <renxuancheng.rxc@alibaba-inc.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
2024-01-17 16:02:22 +01:00
Gustavo de Rosa
d93ef7d751
Fixes default value of softmax_scale in PhiFlashAttention2. (#28537)
* fix(phi): Phi does not use softmax_scale in Flash-Attention.

* chore(docs): Update Phi docs.
2024-01-17 14:22:44 +01:00
Hamza FILALI
002566f398
Improving Training Performance and Scalability Documentation (#28497)
* Improving Training Performance and Scaling documentation by adding PEFT techniques to suggestions to reduce memory requirements for training

* Update docs/source/en/perf_train_gpu_one.md

Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>

---------

Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>
2024-01-16 11:30:26 +01:00
Joao Gante
7e0ddf89f4
Generate: consolidate output classes (#28494) 2024-01-15 17:04:08 +00:00
thedamnedrhino
366c03271e
Tokenizer kwargs in textgeneration pipe (#28362)
* added args to the pipeline

* added test

* more sensical tests

* fixup

* docs

* typo
;

* docs

* made changes to support named args

* fixed test

* docs update

* styles

* docs

* docs
2024-01-15 16:52:18 +01:00
Francisco Kurucz
121641cab1
Fix paths to AI Sweden Models reference and model loading (#28423)
Fix URL to Ai Sweden Models reference and model loading
2024-01-15 09:09:22 +01:00
Joao Gante
4fb3d3a0f6
TF: purge TFTrainer (#28483) 2024-01-12 16:56:34 +00:00
Hankyeol Kyung
995a7ce9a8
Fix broken link on page (#28451)
* [docs] Fix broken link

Signed-off-by: Hankyeol Kyung <kghnkl0103@gmail.com>

* [docs] Use shorter domain

Signed-off-by: Hankyeol Kyung <kghnkl0103@gmail.com>

---------

Signed-off-by: Hankyeol Kyung <kghnkl0103@gmail.com>
2024-01-11 09:26:13 -08:00
jiqing-feng
19e83d174c
Doc (#28431)
* update version for cpu training

* update docs for cpu training

* fix readme

* fix readme
2024-01-11 08:55:48 -08:00
Francisco Kurucz
3724156b4d
Fix load correct tokenizer in Mixtral model documentation (#28437) 2024-01-10 18:09:06 +01:00
Susnato Dhar
fff8ca8e59
update docs to add the phi-2 example (#28392)
* update docs

* added Tip
2024-01-10 16:07:47 +01:00
NielsRogge
3b742ea84c
Add SigLIP (#26522)
* Add first draft

* Use appropriate gelu function

* More improvements

* More improvements

* More improvements

* Convert checkpoint

* More improvements

* Improve docs, remove print statements

* More improvements

* Add link

* remove unused masking function

* begin tokenizer

* do_lower_case

* debug

* set split_special_tokens=True

* Remove script

* Fix style

* Fix rebase

* Use same design as CLIP

* Add fast tokenizer

* Add SiglipTokenizer to init, remove extra_ids

* Improve conversion script

* Use smaller inputs in conversion script

* Update conversion script

* More improvements

* Add processor to conversion script

* Add tests

* Remove print statements

* Add tokenizer tests

* Fix more tests

* More improvements related to weight initialization

* More improvements

* Make more tests pass

* More improvements

* More improvements

* Add copied from

* Add canonicalize_text

* Enable fast tokenizer tests

* More improvements

* Fix most slow tokenizer tests

* Address comments

* Fix style

* Remove script

* Address some comments

* Add copied from to tests

* Add more copied from

* Add more copied from

* Add more copied from

* Remove is_flax_available

* More updates

* Address comment

* Remove SiglipTokenizerFast for now

* Add caching

* Remove umt5 test

* Add canonicalize_text inside _tokenize, thanks Arthur

* Fix image processor tests

* Skip tests which are not applicable

* Skip test_initialization

* More improvements

* Compare pixel values

* Fix doc tests, add integration test

* Add do_normalize

* Remove causal mask and leverage ignore copy

* Fix attention_mask

* Fix remaining tests

* Fix dummies

* Rename temperature and bias

* Address comments

* Add copied from to tokenizer tests

* Add SiglipVisionModel to auto mapping

* Add copied from to image processor tests

* Improve doc

* Remove SiglipVisionModel from index

* Address comments

* Improve docs

* Simplify config

* Add first draft

* Make it like mistral

* More improvements

* Fix attention_mask

* Fix output_attentions

* Add note in docs

* Convert multilingual model

* Convert large checkpoint

* Convert more checkpoints

* Add pipeline support, correct image_mean and image_std

* Use padding=max_length by default

* Make processor like llava

* Add code snippet

* Convert more checkpoints

* Set keep_punctuation_string=None as in OpenCLIP

* Set normalized=False for special tokens

* Fix doc test

* Update integration test

* Add figure

* Update organization

* Happy new year

* Use AutoModel everywhere

---------

Co-authored-by: patil-suraj <surajp815@gmail.com>
2024-01-08 18:17:16 +01:00
Rosie Wood
73c88012b7
Add segmentation map processing to SAM Image Processor (#27463)
* add segmentation map processing to sam image processor

* fixup

* add tests

* reshaped_input_size is shape before padding

* update tests for size/shape outputs

* fixup

* add code snippet to docs

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

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Add missing backticks

* add `segmentation_maps` as arg for SamProcessor.__call__()

---------

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2024-01-08 16:40:36 +00:00
hugo-syn
4ab5fb8941
chore: Fix typo s/exclusivelly/exclusively/ (#28361) 2024-01-05 13:19:15 -08:00
Kevin Herro
5d36025ca1
README: install transformers from conda-forge channel (#28313)
Switch to the conda-forge channel for transformer installation,
as the huggingface channel does not offer the latest version.

Fixes #28248
2024-01-04 09:36:16 -08:00
Aaron Jimenez
6b8ec2588e
[docs] Sort es/toctree.yml | Translate performance.md (#28262)
* Sort es/_toctree.yml like en/_toctree.yml

* Run make style

* Add -Rendimiento y escalabilidad- section to es/_toctree.yml

* Run make style

* Add s to section

* Add translate of performance.md

* Add performance.md to es/_toctree.yml

* Run make styele

* Fix docs links

* Run make style
2024-01-03 14:35:58 -08:00
Mayfsz
3ea8833676
Translate contributing.md into Chinese (#28243)
* Translate contributing.md into Chinese

* Update review comments
2024-01-03 14:35:02 -08:00
Connor Henderson
d83ff5eeff
Add FastSpeech2Conformer (#23439)
* start - docs, SpeechT5 copy and rename

* add relevant code from FastSpeech2 draft, have tests pass

* make it an actual conformer, demo ex.

* matching inference with original repo, includes debug code

* refactor nn.Sequentials, start more desc. var names

* more renaming

* more renaming

* vocoder scratchwork

* matching vocoder outputs

* hifigan vocoder conversion script

* convert model script, rename some config vars

* replace postnet with speecht5's implementation

* passing common tests, file cleanup

* expand testing, add output hidden states and attention

* tokenizer + passing tokenizer tests

* variety of updates and tests

* g2p_en pckg setup

* import structure edits

* docstrings and cleanup

* repo consistency

* deps

* small cleanup

* forward signature param order

* address comments except for masks and labels

* address comments on attention_mask and labels

* address second round of comments

* remove old unneeded line

* address comments part 1

* address comments pt 2

* rename auto mapping

* fixes for failing tests

* address comments part 3 (bart-like, train loss)

* make style

* pass config where possible

* add forward method + tests to WithHifiGan model

* make style

* address arg passing and generate_speech comments

* address Arthur comments

* address Arthur comments pt2

* lint  changes

* Sanchit comment

* add g2p-en to doctest deps

* move up self.encoder

* onnx compatible tensor method

* fix is symbolic

* fix paper url

* move models to espnet org

* make style

* make fix-copies

* update docstring

* Arthur comments

* update docstring w/ new updates

* add model architecture images

* header size

* md wording update

* make style
2024-01-03 18:01:06 +00:00
lain
6eba901d88
fix documentation for zero_shot_object_detection (#28267)
remove broken space
2024-01-03 09:20:34 -08:00
Dean Wyatte
cad9f5c6cc
Update docs around mixing hf scheduler with deepspeed optimizer (#28223)
update docs around mixing hf scheduler with deepspeed optimizer
2024-01-02 11:48:17 +00:00
Anindyadeep
74d9d0cebb
Fixing visualization code for object detection to support both types of bounding box. (#27842)
* fix: minor enhancement and fix in bounding box visualization example

The example that was trying to visualize the bounding box was not considering an edge case,
where the bounding box can be un-normalized. So using the same set of code, we can not get
results with a different dataset with un-normalized bounding box. This commit fixes that.

* run make clean

* add an additional note on the scenarios where the box viz code works

---------

Co-authored-by: Anindyadeep <anindya@pop-os.localdomain>
2023-12-22 13:24:40 +00:00
Yih-Dar
71f460578d
Update docs/source/en/perf_infer_gpu_one.md (#28198)
fix

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2023-12-22 10:40:22 +01:00
Younes Belkada
3a8769f6a9
[Docs] Add 4-bit serialization docs (#28182)
* add 4-bit serialization docs

* up

* up
2023-12-22 10:18:32 +01:00
Joao Gante
45b70384a7
Generate: fix speculative decoding (#28166)
Co-authored-by: Merve Noyan <merveenoyan@gmail.com>
2023-12-20 18:55:35 +00:00
Steven Liu
01c081d138
[docs] Trainer docs (#28145)
* fsdp, debugging, gpu selection

* fix hfoption

* fix
2023-12-20 10:37:23 -08:00
Sourab Mangrulkar
def581ef51
Fix FA2 integration (#28142)
* fix fa2

* fix FA2 for popular models

* improve warning and add Younes as co-author

Co-Authored-By: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>

* Update src/transformers/modeling_utils.py

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

* fix the warning

* Add Tip

* typo fix

* nit

---------

Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
2023-12-20 14:25:07 +05:30
Aaron Jimenez
38611086d2
[docs] Fix mistral link in mixtral.md (#28143)
Fix mistral link in mixtral.md
2023-12-19 10:34:14 -08:00
Aaron Jimenez
4edffda636
[Doc] Fix token link in What 🤗 Transformers can do (#28123)
Fix token link
2023-12-18 15:06:54 -08:00
Steven Liu
a52e180a0f
[docs] General doc fixes (#28087)
* doc fix friday

* deprecated objects

* update not_doctested

* update toctree
2023-12-18 10:44:09 -08:00
Rockerz
08a6e7a702
Fix indentation error - semantic_segmentation.md (#28117)
Update semantic_segmentation.md
2023-12-18 12:47:54 -05:00