Commit Graph

134 Commits

Author SHA1 Message Date
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
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
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
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
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
Steven Liu
abe0289e6d
[docs] Fix datasets in guides (#28715)
* change datasets

* fix
2024-01-26 09:29:07 -08:00
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
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
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
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
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
Rockerz
08a6e7a702
Fix indentation error - semantic_segmentation.md (#28117)
Update semantic_segmentation.md
2023-12-18 12:47:54 -05:00
Anthony Susevski
e660424717
fixed typos (issue 27919) (#27920)
* fixed typos (issue 27919)

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

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

---------

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2023-12-11 18:44:23 -05:00
NielsRogge
67b1335cb9
Update bounding box format everywhere (#27944)
Update formats
2023-12-11 18:03:42 +00:00
Arthur
accccdd008
[Add Mixtral] Adds support for the Mixtral MoE (#27942)
* up

* up

* test

* logits ok

* up

* up

* few fixes

* conversion script

* up

* nits

* nits

* update

* nuke

* more updates

* nites

* fix many issues

* nit

* scatter

* nit

* nuke megablocks

* nits

* fix conversion script

* nit

* remove

* nits

* nit

* update

* oupsssss

* change

* nits device

* nits

* fixup

* update

* merge

* add copied from

* fix the copy mentions

* update tests

* more fixes

* nits

* conversion script

* add parts of the readme

* Update tests/models/mixtral/test_modeling_mixtral.py

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

* new test + conversion script

* Apply suggestions from code review

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

* Apply suggestions from code review

* fix

* fix copies

* fix copies

* ooops

* fix config

* Apply suggestions from code review

* fix nits

* nit

* add copies

* add batched tests

* docs

* fix flash attention

* let's add more verbose

* add correct outputs

* support router ouptus

* ignore copies where needed

* fix

* cat list if list is given for now

* nits

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

* finish router refactoring

* fix forward

* fix expected values

* nits

* fixup

* fix

* fix bug

* fix

* fix dtype mismatch

* fix

* grrr grrr I support item assignment

* fix CI

* docs

* fixup

* remove some copied form

* fix weird diff

* skip doctest fast on the config and modeling

* mark that is supports flash attention in the doc

* update

* Update src/transformers/models/mixtral/modeling_mixtral.py

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

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

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

* revert router logits config issue

* update doc accordingly

* Update src/transformers/models/mixtral/convert_mixtral_weights_to_hf.py

* nits

* use torch testing asssert close

* fixup

* doc nits

---------

Co-authored-by: younesbelkada <younesbelkada@gmail.com>
Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>
Co-authored-by: Lysandre Debut <hi@lysand.re>
2023-12-11 12:50:27 +01:00
Steven Liu
f7595760ed
[docs] Custom semantic segmentation dataset (#27859)
* custom dataset

* fix link

* feedback
2023-12-07 10:47:35 -08:00
Rockerz
235e5d4991
Translate en/tasks folder docs to Japanese 🇯🇵 (#27098)
* Create asr.md

* Create audio_classification.md

* Create document_question_answering.md

* Update document_question_answering.md

* add

* add

* ggg

* gg

* add masked_language_modeling.md

* add monocular_depth estimation

* new

* dd

* add

* add

* cl

* add

* Add Traslation.md

* hgf

* Added docs to Toctree file

* Update docs/source/ja/tasks/asr.md

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

* Update docs/source/ja/tasks/asr.md

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

* Update docs/source/ja/tasks/image_classification.md

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

* Update docs/source/ja/tasks/idefics.md

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

* Update docs/source/ja/tasks/image_captioning.md

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

* Fix docs and revert changes

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

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

* Update docs/source/ja/tasks/language_modeling.md

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

* Update docs/source/ja/tasks/language_modeling.md

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

* Update docs/source/ja/tasks/language_modeling.md

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

* Update docs/source/ja/tasks/prompting.md

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

* Update docs/source/ja/tasks/masked_language_modeling.md

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

* Update docs/source/ja/tasks/masked_language_modeling.md

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

* Update docs/source/ja/tasks/prompting.md

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

* Update docs/source/ja/tasks/object_detection.md

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

* Update docs/source/ja/tasks/semantic_segmentation.md

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

* Update docs/source/ja/tasks/semantic_segmentation.md

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

* Update docs/source/ja/tasks/token_classification.md

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

* Update docs/source/ja/tasks/translation.md

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

* Update docs/source/ja/tasks/visual_question_answering.md

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

* Update docs/source/ja/tasks/summarization.md

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

* changes in review 1 and 2

* add

* Update docs/source/ja/tasks/asr.md

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

* Update docs/source/ja/tasks/translation.md

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

* changes

* Update docs/source/ja/_toctree.yml

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

* Update docs/source/ja/_toctree.yml

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

* Update docs/source/ja/_toctree.yml

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

* Update _toctree.yml

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
2023-12-04 14:10:54 -08:00
Yoach Lacombe
29f1aee3b6
Add SeamlessM4T v2 (#27779)
* add working convertion script

* first non-working version of modeling code

* update modeling code (working)

* make style

* make fix-copies

* add config docstrings

* add config to ignore docstrings formatage due to unconventional markdown

* fix copies

* fix generation num_return_sequences

* enrich docs

* add and fix tests beside integration tests

* update integration tests

* update repo id

* add tie weights and make style

* correct naming in .md

* fix imports and so on

* correct docstrings

* fix fp16 speech forward

* fix speechencoder attention

* make style

* fix copied from

* rename SeamlessM4Tv2-v2 to SeamlessM4Tv2

* Apply suggestions on configuration

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

* remove useless public models

* fix private models + better naming for T2U models

* clean speech encoder relative position embeddings

* refactor chunk attention

* add docstrings to chunk attention method

* improve naming and docstrings

* rename some attention variables + add temperature sampling in T2U model

* rename DOCSTRINGS variable names

* make style + remove 2 useless config parameters

* enrich model card

* remove any attention_head reference + fix temperature in T2U

* new fmt and make style

* Apply suggestions from code review

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

* rename spkr_id->speaker_id and change docstrings of get_char_input_ids

* simplify v2attention

* make style

* Update seamless_m4t_v2.md

* update code and tests with last update

* update repo ids

* fill article name, abstract andauthors

* update not_doctested and slow_doc tests

---------

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
2023-11-30 20:24:43 +01:00
fxmarty
c13a43aaf2
Reflect RoCm support in the documentation (#27636)
* reflect RoCm support in the documentation

* Update docs/source/en/main_classes/trainer.md

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

* fix review comments

* use ROCm instead of RoCm

---------

Co-authored-by: Lysandre Debut <hi@lysand.re>
2023-11-25 00:59:17 +09:00
Merve Noyan
baabd3877a
Extended semantic segmentation to image segmentation (#27039)
* Extended semantic segmentation

* Update image_segmentation.md

* Changed title

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

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

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

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

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

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

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

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

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

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

* Update semantic_segmentation.md

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

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

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

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

* Addressed Niels' and Maria's comments

* Added detail on panoptic segmentation

* Added redirection and renamed the file

* Update _toctree.yml

* Update _redirects.yml

* Rename image_segmentation.md to semantic_segmentation.md

---------

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
2023-11-23 15:58:21 +00:00
V.Prasanna kumar
638d49983f
fixed broken link (#27560) 2023-11-17 08:20:42 -08:00
Arthur
651408a077
[Styling] stylify using ruff (#27144)
* try to stylify using ruff

* might need to remove these changes?

* use ruf format andruff check

* use isinstance instead of type comparision

* use # fmt: skip

* use # fmt: skip

* nits

* soem styling changes

* update ci job

* nits isinstance

* more files update

* nits

* more nits

* small nits

* check and format

* revert wrong changes

* actually use formatter instead of checker

* nits

* well docbuilder is overwriting this commit

* revert notebook changes

* try to nuke docbuilder

* style

* fix feature exrtaction test

* remve `indent-width = 4`

* fixup

* more nits

* update the ruff version that we use

* style

* nuke docbuilder styling

* leve the print for detected changes

* nits

* Remove file I/O

Co-authored-by: charliermarsh
 <charlie.r.marsh@gmail.com>

* style

* nits

* revert notebook changes

* Add # fmt skip when possible

* Add # fmt skip when possible

* Fix

* More `  # fmt: skip` usage

* More `  # fmt: skip` usage

* More `  # fmt: skip` usage

* NIts

* more fixes

* fix tapas

* Another way to skip

* Recommended way

* Fix two more fiels

* Remove asynch
Remove asynch

---------

Co-authored-by: charliermarsh <charlie.r.marsh@gmail.com>
2023-11-16 17:43:19 +01:00
Susnato Dhar
e1c3ac2551
Add Phi-1 and Phi-1_5 (#26170)
* only dir not even init

* init

* tokenizer removed and reference of codegen added

* modeling file updated a lot remaining app_rotary_emb

* conversion script done

* conversion script fixed, a lot of factoring done and most tests pass

* added token_clf and extractive_QA_head

* integration tests pass

* flash attn tests pass!

* config done

* more docs in modeling file

* some style fix

* style and others

* doc test error fix

* more doc fix

* some attention fixes

* most fixes

* style and other fixes

* docs fix and config

* doc fix

* some comments

* conversion script updated

* conversion script updated

* Revert "conversion script updated"

This reverts commit e92378c54084ec0747041b113083d1746ecb6c7f.

* final comments

* add Phi to language_modeling.md

* edit phi.md file

* rebase and fix

* removed phi-1.5 example

* changed model_type from 'phi'->'mixformer-sequential'

* small change

* small change

* revert \small change

* changed mixformer-sequential->phi

* small change

* added phi-1.5 example instead of phi-1

* doc test might pass now

* rebase and small change

* added the dropout layer

* more fixes

* modified .md file

* very very small doc change
2023-11-10 15:28:30 +00:00
Akshay Chintalapati
e9dbd39263
Update sequence_classification.md (#27281)
I'm adding accelerate as one of the libraries to install because otherwise when running the Trainer, the model errorr out with the error. 

ImportError: Using the `Trainer` with `PyTorch` requires `accelerate>=0.20.1`: Please run `pip install transformers[torch]` or `pip install accelerate -U`

Further context: 
1. I've tried this across different environments so I believe that the environment is not the issue. 
2. I had the latest transformers library version running. 
3. Typically even after install accelerate and import it, it wouldn't resolve the issue until I restart the notebook and try again.
2023-11-06 14:21:48 +00:00
Patrick von Platen
391d14e810
[WhisperForCausalLM] Add WhisperForCausalLM for speculative decoding (#27195)
* finish

* add tests

* fix all tests

* [Assistant Decoding] Add test

* fix more

* better

* finish

* Apply suggestions from code review

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

* finish

---------

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2023-11-01 16:01:53 +01:00
Yoach Lacombe
cb45f71c4d
Add Seamless M4T model (#25693)
* first raw commit

* still POC

* tentative convert script

* almost working speech encoder conversion scripts

* intermediate code for encoder/decoders

* add modeling code

* first version of speech encoder

* make style

* add new adapter layer architecture

* add adapter block

* add first tentative config

* add working speech encoder conversion

* base model convert works now

* make style

* remove unnecessary classes

* remove unecessary functions

* add modeling code speech encoder

* rework logics

* forward pass of sub components work

* add modeling codes

* some config modifs and modeling code modifs

* save WIP

* new edits

* same output speech encoder

* correct attention mask

* correct attention mask

* fix generation

* new generation logics

* erase comments

* make style

* fix typo

* add some descriptions

* new state

* clean imports

* add tests

* make style

* make beam search and num_return_sequences>1 works

* correct edge case issue

* correct SeamlessM4TConformerSamePadLayer copied from

* replace ACT2FN relu by nn.relu

* remove unecessary return variable

* move back a class

* change name conformer_attention_mask ->conv_attention_mask

* better nit code

* add some Copied from statements

* small nits

* small nit in dict.get

* rename t2u model -> conditionalgeneration

* ongoing refactoring of structure

* update models architecture

* remove SeamlessM4TMultiModal classes

* add tests

* adapt tests

* some non-working code for vocoder

* add seamlessM4T vocoder

* remove buggy line

* fix some hifigan related bugs

* remove hifigan specifc config

* change

* add WIP tokenization

* add seamlessM4T working tokenzier

* update tokenization

* add tentative feature extractor

* Update converting script

* update working FE

* refactor input_values -> input_features

* update FE

* changes in generation, tokenizer and modeling

* make style and add t2u_decoder_input_ids

* add intermediate outputs for ToSpeech models

* add vocoder to speech models

* update valueerror

* update FE with languages

* add vocoder convert

* update config docstrings and names

* update generation code and configuration

* remove todos and update config.pad_token_id to generation_config.pad_token_id

* move block vocoder

* remove unecessary code and uniformize tospeech code

* add feature extractor import

* make style and fix some copies from

* correct consistency + make fix-copies

* add processor code

* remove comments

* add fast tokenizer support

* correct pad_token_id in M4TModel

* correct config

* update tests and codes  + make style

* make some suggested correstion - correct comments and change naming

* rename some attributes

* rename some attributes

* remove unecessary sequential

* remove option to use dur predictor

* nit

* refactor hifigan

* replace normalize_mean and normalize_var with do_normalize + save lang ids to generation config

* add tests

* change tgt_lang logic

* update generation ToSpeech

* add support import SeamlessM4TProcessor

* fix generate

* make tests

* update integration tests, add option to only return text and update tokenizer fast

* fix wrong function call

* update import and convert script

* update integration tests + update repo id

* correct paths and add first test

* update how new attention masks are computed

* update tests

* take first care of batching in vocoder code

* add batching with the vocoder

* add waveform lengths to model outputs

* make style

* add generate kwargs + forward kwargs of M4TModel

* add docstrings forward methods

* reformate docstrings

* add docstrings t2u model

* add another round of modeling docstrings + reformate speaker_id -> spkr_id

* make style

* fix check_repo

* make style

* add seamlessm4t to toctree

* correct check_config_attributes

* write config docstrings + some modifs

* make style

* add docstrings tokenizer

* add docstrings to processor, fe and tokenizers

* make style

* write first version of model docs

* fix FE + correct FE test

* fix tokenizer + add correct integration tests

* fix most tokenization tests

* make style

* correct most processor test

* add generation tests and fix num_return_sequences > 1

* correct integration tests -still one left

* make style

* correct position embedding

* change numbeams to 1

* refactor some modeling code and correct one test

* make style

* correct typo

* refactor intermediate fnn

* refactor feedforward conformer

* make style

* remove comments

* make style

* fix tokenizer tests

* make style

* correct processor tests

* make style

* correct S2TT integration

* Apply suggestions from Sanchit code review

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

* correct typo

* replace torch.nn->nn + make style

* change Output naming (waveforms -> waveform) and ordering

* nit renaming and formating

* remove return None when not necessary

* refactor SeamlessM4TConformerFeedForward

* nit typo

* remove almost copied from comments

* add a copied from comment and remove an unecessary dropout

* remove inputs_embeds from speechencoder

* remove backward compatibiliy function

* reformate class docstrings for a few components

* remove unecessary methods

* split over 2 lines smthg hard to read

* make style

* replace two steps offset by one step as suggested

* nice typo

* move warnings

* remove useless lines from processor

* make generation non-standard test more robusts

* remove torch.inference_mode from tests

* split integration tests

* enrich md

* rename control_symbol_vocoder_offset->vocoder_offset

* clean convert file

* remove tgt_lang and src_lang from FE

* change generate docstring of ToText models

* update generate docstring of tospeech models

* unify how to deal withtext_decoder_input_ids

* add default spkr_id

* unify tgt_lang for t2u_model

* simplify tgt_lang verification

* remove a todo

* change config docstring

* make style

* simplify t2u_tgt_lang_id

* make style

* enrich/correct comments

* enrich .md

* correct typo in docstrings

* add torchaudio dependency

* update tokenizer

* make style and fix copies

* modify SeamlessM4TConverter with new tokenizer behaviour

* make style

* correct small typo docs

* fix import

* update docs and add requirement to tests

* add convert_fairseq2_to_hf in utils/not_doctested.txt

* update FE

* fix imports and make style

* remove torchaudio in FE test

* add seamless_m4t.md to utils/not_doctested.txt

* nits and change the way docstring dataset is loaded

* move checkpoints from ylacombe/ to facebook/ orga

* refactor warning/error to be in the 119 line width limit

* round overly precised floats

* add stereo audio behaviour

* refactor .md and make style

* enrich docs with more precised architecture description

* readd undocumented models

* make fix-copies

* apply some suggestions

* Apply suggestions from code review

Co-authored-by: Sanchit Gandhi <93869735+sanchit-gandhi@users.noreply.github.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>

* correct bug from previous commit

* refactor a parameter allowing to clean the code + some small nits

* clean tokenizer

* make style and fix

* make style

* clean tokenizers arguments

* add precisions for some tests

* move docs from not_tested to slow

* modify tokenizer according to last comments

* add copied from statements in tests

* correct convert script

* correct parameter docstring style

* correct tokenization

* correct multi gpus

* make style

* clean modeling code

* make style

* add copied from statements

* add copied statements

* add support with ASR pipeline

* remove file added inadvertently

* fix docstrings seamlessM4TModel

* add seamlessM4TConfig to OBJECTS_TO_IGNORE due of unconventional markdown

* add seamlessm4t to assisted generation ignored models

---------

Co-authored-by: Sanchit Gandhi <93869735+sanchit-gandhi@users.noreply.github.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
2023-10-23 14:49:48 +02:00
Pablo Montalvo
caa0ff0bf1
Add fuyu model (#26911)
* initial commit

* add processor, add fuyu naming

* add draft processor

* fix processor

* remove dropout to fix loading of weights

* add image processing fixes from Pedro

* fix

* fix processor

* add basic processing fuyu test

* add documentation and TODO

* address comments, add tests, add doc

* replace assert with torch asserts

* add Mixins and fix tests

* clean imports

* add model tester, clean imports

* fix embedding test

* add updated tests from pre-release model

* Processor: return input_ids used for inference

* separate processing and model tests

* relax test tolerance for embeddings

* add test for logit comparison

* make sure fuyu image processor is imported in the init

* fix formattingh

* more formatting issues

* and more

* fixups

* remove some stuff

* nits

* update init

* remove the fuyu file

* Update integration test with release model

* Update conversion script.

The projection is not used, as confirmed by the authors.

* improve geenration

* Remove duplicate function

* Trickle down patches to model call

* processing fuyu updates

* remove things

* fix prepare_inputs_for_generation to fix generate()

* remove model_input

* update

* add generation tests

* nits

* draft leverage automodel and autoconfig

* nits

* fix dtype patch

* address comments, update READMEs and doc, include tests

* add working processing test, remove refs to subsequences

* add tests, remove Sequence classification

* processing

* update

* update the conversion script

* more processing cleanup

* safe import

* take out ModelTesterMixin for early release

* more cl;eanup

* more cleanup

* more cleanup

* and more

* register a buffer

* nits

* add postprocessing of generate output

* nits

* updates

* add one working test

* fix test

* make fixup works

* fixup

* Arthur's updates

* nits

* update

* update

* fix processor

* update tests

* passe more fixups

* fix

* nits

* don't import torch

* skip fuyu config for now

* fixup done

* fixup

* update

* oups

* nits

* Use input embeddings

* no buffer

* update

* styling processing fuyu

* fix test

* update licence

* protect torch import

* fixup and update not doctested

* kwargs should be passed

* udpates

* update the impofixuprts in the test

* protect import

* protecting imports

* protect imports in type checking

* add testing decorators

* protect top level import structure

* fix typo

* fix check init

* move requires_backend to functions

* Imports

* Protect types

---------

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
Co-authored-by: ArthurZucker <arthur.zucker@gmail.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
Co-authored-by: Lysandre <lysandre@huggingface.co>
2023-10-18 15:24:11 -07:00
Merve Noyan
280c757f6c
Knowledge distillation for vision guide (#25619)
* Knowledge distillation for vision guide

* Update knowledge_distillation_for_image_classification.md

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

Co-authored-by: Rafael Padilla <31217453+rafaelpadilla@users.noreply.github.com>

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

Co-authored-by: Rafael Padilla <31217453+rafaelpadilla@users.noreply.github.com>

* Iterated on Rafael's comments

* Added to toctree

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

Co-authored-by: Rafael Padilla <31217453+rafaelpadilla@users.noreply.github.com>

* Addressed comments

* Update knowledge_distillation_for_image_classification.md

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

Co-authored-by: Rafael Padilla <31217453+rafaelpadilla@users.noreply.github.com>

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

* Update knowledge_distillation_for_image_classification.md

* Update knowledge_distillation_for_image_classification.md

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

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

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

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

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

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

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

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

* Address comments

* Update knowledge_distillation_for_image_classification.md

* Explain KL Div

---------

Co-authored-by: Rafael Padilla <31217453+rafaelpadilla@users.noreply.github.com>
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Maria Khalusova <kafooster@gmail.com>
2023-10-18 04:42:32 -07:00
Merve Noyan
5d997f227c
Image-to-Image Task Guide (#26595)
* img2img task guide

* Update year

* Add to toctree

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

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

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

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

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

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

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

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

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

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

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

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

* Addressed comments

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

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

* Addressed comments

---------

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Maria Khalusova <kafooster@gmail.com>
2023-10-16 15:12:03 +02:00
Maria Khalusova
0ebee8b933
[docs] LLM prompting guide (#26274)
* llm prompting guide

* updated code examples

* an attempt to fix the code example tests

* set seed in examples

* added a doctest comment

* added einops to the doc_test_job

* string formatting

* string formatting, again

* added the toc to slow_documentation_tests.txt

* minor list fix

* string formatting + pipe renamed

* Apply suggestions from code review

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* replaced max_length with max_new_tokens and updated the outputs to match

* minor formatting fix

* removed einops from circleci config

* Apply suggestions from code review

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

* removed einops and trust_remote_code parameter

---------

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Lysandre Debut <hi@lysand.re>
2023-10-12 08:48:01 -04:00
tom white
c7f01beece
fix typos in idefics.md (#26648)
* fix typos in idefics.md

Two typos found in reviewing this documentation.

1) max_new_tokens=4, is not sufficient to generate "Vegetables" as indicated - you will get only "Veget". (incidentally - some mention of how to select this value might be useful as it seems to change in each example)

2) inputs = processor(prompts, return_tensors="pt").to(device) as inputs need to be on the same device (as they are in all other examples on the page)

* Update idefics.md

Change device to cuda explicitly to match other examples
2023-10-09 12:18:02 +02:00
Chris Bamford
72958fcd3c
[Mistral] Mistral-7B-v0.1 support (#26447)
* [Mistral] Mistral-7B-v0.1 support

* fixing names

* slightly longer test

* fixups

* not_doctested

* wrongly formatted references

* make fixuped

---------

Co-authored-by: Timothee Lacroix <t@eugen.ai>
Co-authored-by: timlacroix <t@mistral.ai>
2023-09-27 18:30:46 +02:00
Nour Eddine ZEKAOUI
777f2243f5
Update semantic_segmentation.md (#26419) 2023-09-27 11:51:44 +02:00
Maria Khalusova
dcbfd93d7a
[doc] fixed indices in obj detection example (#26343)
fixed indexes in obj detection example
2023-09-22 10:29:27 -04:00
Aleksandar Ivanovski
373d0d9985
[docs] Fix model reference in zero shot image classification example (#26206) 2023-09-19 00:45:12 +02:00
Maria Khalusova
8b13471494
[docs] IDEFICS guide and task guides restructure (#26035)
* initial commit for the IDEFICS task guide

* conversational example

* updated TOC

* fixed typos

* Apply suggestions from code review

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

* addressed feedback

* bad_words_ids

* Apply suggestions from code review

Co-authored-by: Victor SANH <victorsanh@gmail.com>

* rank classification note

* feedback addressed

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
Co-authored-by: Victor SANH <victorsanh@gmail.com>
2023-09-15 12:15:07 -04:00
Jinho Park
17fdd35481
Add BROS (#23190)
* add Bros boilerplate

* copy and pasted modeling_bros.py from official Bros repo

* update copyright of bros files

* copy tokenization_bros.py from official repo and update import path

* copy tokenization_bros_fast.py from official repo and update import path

* copy configuration_bros.py from official repo and update import path

* remove trailing period in copyright line

* copy and paste bros/__init__.py from official repo

* save formatting

* remove unused unnecessary pe_type argument - using only crel type

* resolve import issue

* remove unused model classes

* remove unnecessary tests

* remove unused classes

* fix original code's bug - layer_module's argument order

* clean up modeling auto

* add bbox to prepare_config_and_inputs

* set temporary value to hidden_size (32 is too low because of the of the
Bros' positional embedding)

* remove decoder test, update create_and_check* input arguemnts

* add missing variable to model tests

* do make fixup

* update bros.mdx

* add boilerate plate for no_head inference test

* update BROS_PRETRAINED_MODEL_ARCHIVE_LIST (add naver-clova-ocr prefix)

* add prepare_bros_batch_inputs function

* update modeling_common to add bbox inputs in Bros Model Test

* remove unnecessary model inference

* add test case

* add model_doc

* add test case for token_classification

* apply fixup

* update modeling code

* update BrosForTokenClassification loss calculation logic

* revert logits preprocessing logic to make sure logits have original shape

* - update class name

* - add BrosSpadeOutput
- update BrosConfig arguments

* add boilerate plate for no_head inference test

* add prepare_bros_batch_inputs function

* add test case

* add test case for token_classification

* update modeling code

* update BrosForTokenClassification loss calculation logic

* revert logits preprocessing logic to make sure logits have original shape

* apply masking on the fly

* add BrosSpadeForTokenLinking

* update class name
put docstring to the beginning of the file

* separate the logits calculation logic and loss calculation logic

* update logic for loss calculation so that logits shape doesn't change
when return

* update typo

* update prepare_config_and_inputs

* update dummy node initialization

* update last_hidden_states getting logic to consider when return_dict is False

* update box first token mask param

* bugfix: remove random attention mask generation

* update keys to ignore on load missing

* run make style and quality

* apply make style and quality of other codes

* update box_first_token_mask to bool type

* update index.md

* apply make style and quality

* apply make fix-copies

* pass check_repo

* update bros model doc

* docstring bugfix fix

* add checkpoint for doc, tokenizer for doc

* Update README.md

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

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

* Update bros.md

* Update src/transformers/__init__.py

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

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

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

* Apply suggestions from code review

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

* apply suggestions from code review

* apply suggestions from code review

* revert test_processor_markuplm.py

* Update test_processor_markuplm.py

* apply suggestions from code review

* apply suggestions from code review

* apply suggestions from code review

* update BrosSpadeELForTokenClassification head name to entity linker

* add doc string for config params

* update class, var names to more explicit and apply suggestions from code review

* remove unnecessary keys to ignore

* update relation extractor to be initialized with config

* add bros processor

* apply make style and quality

* update bros.md

* remove bros tokenizer, add bros processor that wraps bert tokenizer

* revert change

* apply make fix-copies

* update processor code, update itc -> initial token, stc -> subsequent token

* add type hint

* remove unnecessary condition branches in embedding forward

* fix auto tokenizer fail

* update docstring for each classes

* update bbox input dimension as standard 2 points and convert them to 4
points in forward pass

* update bros docs

* apply suggestions from code review : update Bros -> BROS in bros.md

* 1. box prefix var -> bbox
2. update variable names to be more explicit

* replace einsum with torch matmul

* apply style and quality

* remove unused argument

* remove unused arguments

* update docstrings

* apply suggestions from code review: add BrosBboxEmbeddings, replace
einsum with classical matrix operations

* revert einsum update

* update bros processor

* apply suggestions from code review

* add conversion script for bros

* Apply suggestions from code review

* fix readme

* apply fix-copies

---------

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2023-09-14 18:02:37 +01:00
Maria Khalusova
1fe7ce48f1
[docs] Updates to TTS task guide with regards to the new TTS pipeline (#26095)
* tts guide updates with a pipeline

* Apply suggestions from code review

Co-authored-by: Yoach Lacombe <52246514+ylacombe@users.noreply.github.com>

* Update docs/source/en/tasks/text-to-speech.md

Co-authored-by: Vaibhav Srivastav <vaibhavs10@gmail.com>

---------

Co-authored-by: Yoach Lacombe <52246514+ylacombe@users.noreply.github.com>
Co-authored-by: Vaibhav Srivastav <vaibhavs10@gmail.com>
2023-09-12 11:29:06 -04:00
Arthur
9cccb3a838
[Persimmon] Add support for persimmon (#26042)
* intiial commit

* updates

* nits

* update conversion script

* update conversion script

* use path to load

* add tips etc

* some modeling logic

* modeling update

* more nits

* nits

* normal layer norm

* update config and doc

* nits

* update doc remove unused

* update

* fix inits and stuff

* fixup

* revert wrong changes

* updates

* more nits

* add default config values to the configuration file

* fixup happy

* update

* 2 tests left

* update readmes

* more nits

* slow test and more documentation

* update readme

* fix licences

* styling

* use fast if possible when saving tokenizer

* remove todo

* remove tokenization tests

* small last nits

* Apply suggestions from code review

Co-authored-by: Matt <Rocketknight1@users.noreply.github.com>

* nits to skip the timout doctest

* fix integration test

* fix test

* update eos token

* update to allow fast tokenization

* styling

* fix codeLlama as well for the update post processor

* Apply suggestions from code review

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

* add more copied from statements

* update

* doc passes doctest

* remove `# final layer norm?`

* change docstring prompot

* update

* Update README.md

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* don't doctest the conversion script as it requires more packages

* don't init a model in the config

* oups

* fix doctest

---------

Co-authored-by: Matt <Rocketknight1@users.noreply.github.com>
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2023-09-12 11:33:27 +02:00
Arthur
015f8e110d
[CodeLlama] Add support for CodeLlama (#25740)
* add all

* Revert "Delete .github directory"

This reverts commit 9b0ff7b052e2b20b629a26fb13606b78a42944d1.

* make conversion script backward compatible

* fixup

* more styling

* copy to llama changes

* fix repo consistency

* nits

* document correct classes

* updates

* more fixes

* nits

* update auto mappings

* add readmes

* smallupdates

* llama-code replace with llama_code

* make fixup

* updates to the testsing suite

* fix fast nits

* more small fixes

* fix decode

* fix template processing

* properly reset the normalizer

* nits processor

* tokenization tests pass

* styling

* last tests

* additional nits

* one test is left

* nits

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

* update failing test

* fixup

* remove decode infilling users should handle it on their onw after generation, padding can be a problem

* update

* make test slow and more meaningfull

* fixup

* doc update

* fixup

* Apply suggestions from code review

* add kwargs doc

* tokenizer requires `requires_backend`

* type requires_backends

* CodeLlama instead of LlamaCode

* more name cahnges

* nits

* make doctests happy

* small pipeline nits

* last nit

* Apply suggestions from code review

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* update

* add codellama to toctree

---------

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2023-08-25 18:57:40 +02:00
Stas Bekman
6c811a322f
new model: IDEFICS via HuggingFaceM4 (#24796)
* rename

* restore

* mappings

* unedited tests+docs

* docs

* fixes

* fix auto-sync breakage

* cleanup

* wip

* wip

* add fetch_images

* remove einops dependency

* update

* fix

* fix

* fix

* fix

* fix

* re-add

* add batching

* rework

* fix

* improve

* add Leo as I am extending his work

* cleanup

* fix

* cleanup

* slow-test

* fix

* fix

* fixes

* deal with warning

* rename modified llama classes

* rework fetch_images

* alternative implementation

* cleanup

* strict version

* cleanup

* [`IDEFICS`] Fix idefics ci (#25056)

* Fix IDEFICS CI

* fix test file

* fixup

* some changes to make tests pass

* fix

* fixup

* Update src/transformers/models/idefics/configuration_idefics.py

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>

---------

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>

* remove compat checks

* style

* explain that Idefics is not for training from scratch

* require pt>=2.0

* fix idefics vision config (#25092)

* fix idefics vision config

* fixup

* clean

* Update src/transformers/models/idefics/configuration_idefics.py

---------

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>

* cleanup

* style

* cleanup

* Apply suggestions from code review

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* upcase

* sequence of images

* handle the case with no images

* Update src/transformers/image_processing_utils.py

Co-authored-by: Victor SANH <victorsanh@gmail.com>

* support pure lm take 2

* support tokenizer options

* parameterize num_channels

* fix upcase

* s|IdeficsForCausalLM|IdeficsForVisionText2Text|g

* manual to one line

* addressing review

* unbreak

* remove clip dependency

* fix test

* consistency

* PIL import

* Idefics prefix

* Idefics prefix

* hack to make tests work

* style

* fix

* fix

* revert

* try/finally

* cleanup

* clean up

* move

* [`IDEFICS`] Fix idefics config refactor (#25149)

* refactor config

* nuke init weights

* more refactor

* oops

* remove visual question answering pipeline support

* Update src/transformers/models/idefics/clip.py

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>

* Update src/transformers/models/idefics/modeling_idefics.py

* cleanup

* mv clip.py vision.py

* tidyup

---------

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>
Co-authored-by: Stas Bekman <stas@stason.org>

* fix

* license

* condition on pt

* fix

* style

* fix

* rm torchvision dependency, allow custom transforms

* address review

* rework device arg

* add_eos_token

* s/transforms/transform/

* fix top level imports

* fix return value

* cleanup

* cleanup

* fix

* style

* license

* license

* Update src/transformers/models/idefics/image_processing_idefics.py

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* add a wrapper to freeze vision layears

* tidyup

* use the correct std/mean settings

* parameterize values from config

* add tests/models/idefics/test_image_processing_idefics.py

* add test_processor_idefics.py

* cleanup

* cleanups

* fix

* fix

* move to the right group

* style

* Apply suggestions from code review

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* add perceiver config

* reset

* missing arg docs

* Apply suggestions from code review

Co-authored-by: Leo Tronchon <leo.tronchon@gmail.com>

* address review comments

* inject automatic end of utterance tokens (#25218)

* inject automatic end of utterance tokens

* fix

* fix

* fix

* rework to not use the config

* not end_of_utterance_token at the end

* Update src/transformers/models/idefics/processing_idefics.py

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* address review

* Apply suggestions from code review

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

* Update src/transformers/image_processing_utils.py

Co-authored-by: Nicolas Patry <patry.nicolas@protonmail.com>

* [`Idefics`] add image_embeddings option in generate-related methods (#25442)

* add image_embeddings option in generate-related methods

* style

* rename image_embeddings and allow perceiver embeddings precomputation

* compute embeddings within generate

* make is_encoder_decoder= True the default in config

* nested if else fix

* better triple check

* switch if elif order for pixel values / img embeds

* update model_kwargs perceiver only at the end

* use _prepare_model_inputs instead of encoder_decoder logic

* fix comment typo

* fix config default for is_encoder_decoder

* style

* add typehints

* precompute in forward

* doc builder

* style

* pop instead of get image hidden states

* Trigger CI

* Update src/transformers/models/idefics/modeling_idefics.py

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

* Update src/transformers/models/idefics/modeling_idefics.py

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

* fix * + indentation + style

* simplify a bit the use_resampler logic using comments

* update diocstrings

* Trigger CI

---------

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

* fix rebase changes

* unbreak #25237 - to be fixed in follow up PRs

* is_composition = False

* no longer needed

---------

Co-authored-by: leot13 <leo.tronchon@gmail.com>
Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Victor SANH <victorsanh@gmail.com>
Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>
Co-authored-by: Nicolas Patry <patry.nicolas@protonmail.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
2023-08-18 14:12:28 -07:00
Erfan Zekri Esfahani
892f9ea0db
import required torch and numpy libraries (#25483) 2023-08-13 19:26:40 +02:00
Maria Khalusova
f2a43c7383
VQA task guide (#25244)
* initial commit

* semi-finished task guide draft

* image link

* Apply suggestions from code review

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

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

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

* feedback addressed

* Apply suggestions from code review

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

* nits addressed

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2023-08-09 08:29:06 -04:00
Sebastian Husch Lee
8f36ab3e22
[T5, MT5, UMT5] Add [T5, MT5, UMT5]ForSequenceClassification (#24726)
* Initial addition of t5forsequenceclassification

* Adding imports and adding tests

* Formatting

* Running make fix-copies

* Adding mt5forseq

* Formatting

* run make fix-copies

* Adding to docs

* Add model_parallel

* Fix bug

* Fix

* Remove TODO

* Fixing tests for T5ForSequenceClassification

* Undo changes to dependency_versions_table.py

* Change classification head to work with T5Config directly

* Change seq length to let tests pass

* PR comments for formatting

* Formatting

* Initial addition of UMT5ForSequenceClassification

* Adding to inits and formatting

* run make fix-copies

* Add doc for UMT5ForSeqClass

* Update UMT5 config

* Fix docs

* Skip torch fx test for SequenceClassification

* Formatting

* Add skip to UMT5 tests as well

* Fix umt5 tests

* Running make fix-copies

* PR comments

* Fix for change to sentence_representation

* Rename seq_len to hidden_size since that's what it is

* Use base_model to follow format of the rest of the library

* Update docs

* Extract the decoder_input_ids changes and make one liner

* Make one-liner
2023-07-25 21:02:49 +02:00