Commit Graph

836 Commits

Author SHA1 Message Date
V.Prasanna kumar
ffbcfc0166
Broken links fixed related to datasets docs (#27569)
fixed the broken links belogs to dataset library of transformers
2023-11-17 13:44:09 -08:00
V.Prasanna kumar
638d49983f
fixed broken link (#27560) 2023-11-17 08:20:42 -08:00
Nathaniel Egwu
93f31e0e78
Updated albert.md doc for ALBERT model (#27223)
* Updated albert.md doc for ALBERT model

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

Fixed Resources heading

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

* Update the ALBERT model doc resources

Fixed resource example for fine-tuning the ALBERT sentence-pair classification.

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

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

Removed resource duplicate

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

* Updated albert.md doc with reviewed changes

* Updated albert.md doc for ALBERT

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

Removed duplicates from  updated docs/source/en/model_doc/albert.md

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

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

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
2023-11-16 11:44:36 -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
Yuki-Imajuku
a0633c4483
Translating en/model_doc docs to Japanese. (#27401)
* update _toctree.yml & add albert-autoformer

* Fixed typo in docs/source/ja/model_doc/audio-spectrogram-transformer.md

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

* Delete duplicated sentence docs/source/ja/model_doc/autoformer.md

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

* Reflect reviews

* delete untranslated models from toctree

* delete all comments

* add abstract translation

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
2023-11-15 10:13:52 -08:00
Matt
5468ab3555
Update and reorder docs for chat templates (#27443)
* Update and reorder docs for chat templates

* Fix Mistral docstring

* Add section link and small fixes

* Remove unneeded line in Mistral example

* Add comment on saving memory

* Fix generation prompts linl

* Fix code block languages
2023-11-14 18:26:13 +00:00
amyeroberts
78f6ed6c70
Revert "[time series] Add PatchTST (#25927)" (#27486)
The model was merged before final review and approval.

This reverts commit 2ac5b9325e.
2023-11-14 12:24:00 +00:00
Younes Belkada
d71fa9f618
[Peft] modules_to_save support for peft integration (#27466)
* `modules_to_save` support for peft integration

* Update docs/source/en/peft.md

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

* slightly elaborate test

---------

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2023-11-14 10:32:57 +01:00
Gift Sinthong
2ac5b9325e
[time series] Add PatchTST (#25927)
* Initial commit of PatchTST model classes

Co-authored-by: Phanwadee Sinthong <phsinthong@gmail.com>
Co-authored-by: Nam Nguyen <namctin@gmail.com>
Co-authored-by: Vijay Ekambaram <vijaykr.e@gmail.com>
Co-authored-by: Ngoc Diep Do <55230119+diepi@users.noreply.github.com>
Co-authored-by: Wesley Gifford <79663411+wgifford@users.noreply.github.com>

* Add PatchTSTForPretraining

* update to include classification

Co-authored-by: Phanwadee Sinthong <phsinthong@gmail.com>
Co-authored-by: Nam Nguyen <namctin@gmail.com>
Co-authored-by: Vijay Ekambaram <vijaykr.e@gmail.com>
Co-authored-by: Ngoc Diep Do <55230119+diepi@users.noreply.github.com>
Co-authored-by: Wesley Gifford <79663411+wgifford@users.noreply.github.com>

* clean up auto files

* Add PatchTSTForPrediction

* Fix relative import

* Replace original PatchTSTEncoder with ChannelAttentionPatchTSTEncoder

* temporary adding absolute path + add PatchTSTForForecasting class

* Update base PatchTSTModel + Unittest

* Update ForecastHead to use the config class

* edit cv_random_masking, add mask to model output

* Update configuration_patchtst.py

* add masked_loss to the pretraining

* add PatchEmbeddings

* Update configuration_patchtst.py

* edit loss which considers mask in the pretraining

* remove patch_last option

* Add commits from internal repo

* Update ForecastHead

* Add model weight initilization + unittest

* Update PatchTST unittest to use local import

* PatchTST integration tests for pretraining and prediction

* Added PatchTSTForRegression + update unittest to include label generation

* Revert unrelated model test file

* Combine similar output classes

* update PredictionHead

* Update configuration_patchtst.py

* Add Revin

* small edit to PatchTSTModelOutputWithNoAttention

* Update modeling_patchtst.py

* Updating integration test for forecasting

* Fix unittest after class structure changed

* docstring updates

* change input_size to num_input_channels

* more formatting

* Remove some unused params

* Add a comment for pretrained models

* add channel_attention option

add channel_attention option and remove unused positional encoders.

* Update PatchTST models to use HF's MultiHeadAttention module

* Update paper + github urls

* Fix hidden_state return value

* Update integration test to use PatchTSTForForecasting

* Adding dataclass decorator for model output classes

* Run fixup script

* Rename model repos for integration test

* edit argument explanation

* change individual option to shared_projection

* style

* Rename integration test + import cleanup

* Fix outpu_hidden_states return value

* removed unused mode

* added std, mean and nops scaler

* add initial distributional loss for predition

* fix typo in docs

* add generate function

* formatting

* add num_parallel_samples

* Fix a typo

* copy weighted_average function, edit PredictionHead

* edit PredictionHead

* add distribution head to forecasting

* formatting

* Add generate function for forecasting

* Add generate function to prediction task

* formatting

* use argsort

* add past_observed_mask ordering

* fix arguments

* docs

* add back test_model_outputs_equivalence test

* formatting

* cleanup

* formatting

* use ACT2CLS

* formatting

* fix add_start_docstrings decorator

* add distribution head and generate function to regression task

add distribution head and generate function to regression task. Also made add PatchTSTForForecastingOutput,  PatchTSTForRegressionOutput.

* add distribution head and generate function to regression task

add distribution head and generate function to regression task. Also made add PatchTSTForForecastingOutput,  PatchTSTForRegressionOutput.

* fix typos

* add forecast_masking

* fixed tests

* use set_seed

* fix doc test

* formatting

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

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

* better var names

* rename PatchTSTTranspose

* fix argument names and docs string

* remove compute_num_patches and unused class

* remove assert

* renamed to PatchTSTMasking

* use num_labels for classification

* use num_labels

* use default num_labels from super class

* move model_type after docstring

* renamed PatchTSTForMaskPretraining

* bs -> batch_size

* more review fixes

* use hidden_state

* rename encoder layer and block class

* remove commented seed_number

* edit docstring

* Add docstring

* formatting

* use past_observed_mask

* doc suggestion

* make fix-copies

* use Args:

* add docstring

* add docstring

* change some variable names and add PatchTST before some class names

* formatting

* fix argument types

* fix tests

* change x variable to patch_input

* format

* formatting

* fix-copies

* Update tests/models/patchtst/test_modeling_patchtst.py

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

* move loss to forward

* Update src/transformers/models/patchtst/modeling_patchtst.py

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

* Update src/transformers/models/patchtst/modeling_patchtst.py

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

* Update src/transformers/models/patchtst/modeling_patchtst.py

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

* Update src/transformers/models/patchtst/modeling_patchtst.py

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

* Update src/transformers/models/patchtst/modeling_patchtst.py

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

* formatting

* fix a bug when pre_norm is set to True

* output_hidden_states is set to False as default

* set pre_norm=True as default

* format docstring

* format

* output_hidden_states is None by default

* add missing docs

* better var names

* docstring: remove default to False in output_hidden_states

* change labels name to target_values in regression task

* format

* fix tests

* change to forecast_mask_ratios and random_mask_ratio

* change mask names

* change future_values to target_values param in the prediction class

* remove nn.Sequential and make PatchTSTBatchNorm class

* black

* fix argument name for prediction

* add output_attentions option

* add output_attentions to PatchTSTEncoder

* formatting

* Add attention output option to all classes

* Remove PatchTSTEncoderBlock

* create PatchTSTEmbedding class

* use config in PatchTSTPatchify

* Use config in PatchTSTMasking class

* add channel_attn_weights

* Add PatchTSTScaler class

* add output_attentions arg to test function

* format

* Update doc with image patchtst.md

* fix-copies

* rename Forecast <-> Prediction

* change name of a few parameters to match with PatchTSMixer.

* Remove *ForForecasting class to match with other time series models.

* make style

* Remove PatchTSTForForecasting in the test

* remove PatchTSTForForecastingOutput class

* change test_forecast_head to test_prediction_head

* style

* fix docs

* fix tests

* change num_labels to num_targets

* Remove PatchTSTTranspose

* remove arguments in PatchTSTMeanScaler

* remove arguments in PatchTSTStdScaler

* add config as an argument to all the scaler classes

* reformat

* Add norm_eps for batchnorm and layernorm

* reformat.

* reformat

* edit docstring

* update docstring

* change variable name pooling to pooling_type

* fix output_hidden_states as tuple

* fix bug when calling PatchTSTBatchNorm

* change stride to patch_stride

* create PatchTSTPositionalEncoding class and restructure the PatchTSTEncoder

* formatting

* initialize scalers with configs

* edit output_hidden_states

* style

* fix forecast_mask_patches doc string

---------

Co-authored-by: Gift Sinthong <gift.sinthong@ibm.com>
Co-authored-by: Nam Nguyen <namctin@gmail.com>
Co-authored-by: Vijay Ekambaram <vijaykr.e@gmail.com>
Co-authored-by: Ngoc Diep Do <55230119+diepi@users.noreply.github.com>
Co-authored-by: Wesley Gifford <79663411+wgifford@users.noreply.github.com>
Co-authored-by: Wesley M. Gifford <wmgifford@us.ibm.com>
Co-authored-by: nnguyen <nnguyen@us.ibm.com>
Co-authored-by: Ngoc Diep Do <diiepy@gmail.com>
Co-authored-by: Kashif Rasul <kashif.rasul@gmail.com>
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2023-11-13 19:06:32 +01:00
adismort14
8017a59091
Fixed typo in pipelines.md documentation (#27455)
Update pipelines.md
2023-11-13 17:50:40 +00:00
Arthur
b97cab7e6d
Remove-auth-token (#27060)
* don't use `use_auth_token`internally

* let's use token everywhere

* fixup
2023-11-13 14:20:54 +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
Susnato Dhar
7e9f10ac94
Add CLVP (#24745)
* init commit

* attention arch done except rotary emb

* rotary emb done

* text encoder working

* outputs matching

* arch first pass done

* make commands done, tests and docs remaining

* all tests passed, only docs remaining

* docs done

* doc-builder fix

* convert script removed(not relevant)

* minor comments done

* added ckpt conversion script

* tokenizer done

* very minor fix of index.md 2

* mostly make fixup related

* all done except fe and rotary emb

* very small change

* removed unidecode dependency

* style changes

* tokenizer removed require_backends

* added require_inflect to tokenizer tests

* removed VOCAB_FILES in tokenizer test

* inflect dependency removed

* added rotary pos emb cache and simplified the apply method

* style

* little doc change

* more comments

* feature extractor added

* added processor

* auto-regressive config added

* added CLVPConditioningEncoder

* comments done except the test one

* weights added successfull(NOT tested)

* tokenizer fix with numbers

* generate outputs matching

* almost tests passing Integ tests not written

* Integ tests added

* major CUDA error fixed

* docs done

* rebase and multiple fixes

* fixed rebase overwrites

* generate code simplified and tests for AutoRegressive model added

* minor changes

* refectored gpt2 code in clvp file

* weights done and all code refactored

* mostly done except the fast_tokenizer

* doc test fix

* config file's doc fixes

* more config fix

* more comments

* tokenizer comments mostly done

* modeling file mostly refactored and can load modules

* ClvpEncoder tested

* ClvpDecoder, ClvpModel and ClvpForCausalLM tested

* integration and all tests passed

* more fixes

* docs almost done

* ckpt conversion refectored

* style and some failing tests fix

* comments

* temporary output fix but test_assisted_decoding_matches_greedy_search test fails

* majority changes done

* use_cache outputs same now! Along with the asisted_greedy_decoding test fix

* more comments

* more comments

* prepare_inputs_for_generation fixed and _prepare_model_inputs added

* style fix

* clvp.md change

* moved clvpconditionalencoder norms

* add model to new index

* added tokenizer input_ids_with_special_tokens

* small fix

* config mostly done

* added config-tester and changed conversion script

* more comments

* comments

* style fix

* some comments

* tokenizer changed back to prev state

* small commnets

* added output hidden states for the main model

* style fix

* comments

* small change

* revert small change

* .

* Update clvp.md

* Update test_modeling_clvp.py

* :)

* some minor change

* new fixes

* remove to_dict from FE
2023-11-10 13:49:10 +00:00
Yoach Lacombe
9dd58c53dd
update Bark FA2 docs (#27400)
* update Bark FA2 docs

* update benchmark section

* Update bark.md

* Apply suggestions from code review

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

* rephrase

---------

Co-authored-by: Sanchit Gandhi <93869735+sanchit-gandhi@users.noreply.github.com>
2023-11-10 13:40:30 +00:00
Dave Berenbaum
791ec370d1
Adds dvclive callback (#27352)
* dvclive trainer callback

* style fixes

* dvclive link fixes
2023-11-09 12:19:31 +00:00
Sanchit Gandhi
f16ff0f07e
MusicGen Update (#27084)
* [MusicGen] Add stereo model

* safe serialization

* Update src/transformers/models/musicgen/modeling_musicgen.py

* split over 2 lines

* fix slow tests on cuda
2023-11-08 13:26:02 +00:00
Arthur
88832c01c8
[Whisper] Add conversion script for the tokenizer (#27338)
* draft

* updates

* full conversion taken from `https://gist.github.com/xenova/a452a6474428de0182b17605a98631ee`

* psuh

* nits

* updates

* more nits

* Add co author

Co-authored-by: Joshua Lochner <admin@xenova.com>

* fixup

* cleanup

* styling

* add proper path

* update

* nits

* don't  push the exit

* clean

* update whisper doc

* don't error out if tiktoken is not here

* make sure we are BC with conversion

* nit

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

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

* merge and update

* update markdwon

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

---------

Co-authored-by: Joshua Lochner <admin@xenova.com>
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2023-11-07 15:07:55 +01:00
Susnato Dhar
0ded281557
[FA2] Add flash attention for GPT-Neo (#26486)
* added flash attention for gpt-neo

* small change

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

* readme updated

* .

* changes

* removed padding_mask

* Update src/transformers/models/gpt_neo/modeling_gpt_neo.py

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

---------

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2023-11-07 13:54:01 +00:00
Xabier de Zuazo
606d90845f
Fix Whisper Conversion Script: Correct decoder_attention_heads and _download function (#26834)
* Fix error in convert_openai_to_hf.py: "_download() missing 1 required positional argument: root"

* Fix error in convert_openai_to_hf.py: "TypeError: byte indices must be integers or slices, not str"

* Fix decoder_attention_heads value in convert_openai_to_hf.py.

Correct the assignment for `decoder_attention_heads` in the conversion script for the Whisper model.

* Black reformat convert_openai_to_hf.py file.

* Fix Whisper model configuration defaults (for Tiny).

- Correct encoder/decoder layers and attention heads count.
- Update model width (`d_model`) to 384.

* Add docstring to the convert_openai_to_hf.py script with a doctest

* Add shebang and +x permission to the convert_openai_to_hf.py

* convert_openai_to_hf.py: reuse the read model_bytes in the _download() function

* Move convert_openai_to_hf.py doctest example to whisper.md

* whisper.md: Add an inference example to the Conversion section.

* whisper.md: remove `model.config.forced_decoder_ids` from examples (deprecated)

* whisper.md: Remove "## Format Conversion" section; not used by users

* whisper.md: Use librispeech_asr_dummy dataset and load_dataset()
2023-11-07 13:39:42 +01:00
Maria Khalusova
9beb2737d7
[docs] fixed links with 404 (#27327)
* fixed links with 404

* make style
2023-11-06 19:45:03 +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
Arthur
147f774671
[PretrainedTokenizer] add some of the most important functions to the doc (#27313) 2023-11-06 15:11:00 +01:00
Susnato Dhar
1ac2463dfe
[FA2] Add flash attention for for DistilBert (#26489)
* flash attention added for DistilBert

* fixes

* removed padding_masks

* Update modeling_distilbert.py

* Update test_modeling_distilbert.py

* style fix
2023-11-03 16:07:54 +00:00
Maria Khalusova
5964f820db
[Docs] Model_doc structure/clarity improvements (#26876)
* first batch of structure improvements for model_docs

* second batch of structure improvements for model_docs

* more structure improvements for model_docs

* more structure improvements for model_docs

* structure improvements for cv model_docs

* more structural refactoring

* addressed feedback about image processors
2023-11-03 10:57:03 -04:00
Younes Belkada
ad8ff96224
[Docs / SAM ] Reflect correct changes to run inference without OOM (#27268)
Update sam.md
2023-11-03 15:23:13 +01:00
Maria Khalusova
011b15c1c7
[docs] Custom model doc update (#27213)
doc update
2023-11-03 08:03:13 -04:00
Marc Sun
c9e72f55b2
Add exllamav2 better (#27111)
* add_ xllamav2 arg

* add test

* style

* add check

* add doc

* replace by use_exllama_v2

* fix tests

* fix doc

* style

* better condition

* fix logic

* add deprecate msg

* deprecate exllama

* remove disable_exllama from the linter

* remove

* fix warning

* Revert the commits deprecating exllama

* deprecate disable_exllama for use_exllama

* fix

* fix loading attribute

* better handling of args

* remove disable_exllama from init and linter

* Apply suggestions from code review

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

* better arg

* fix warning

* Apply suggestions from code review

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

* switch to dict

* Apply suggestions from code review

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

* style

* nits

* style

* better tests

* style

---------

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2023-11-01 13:09:21 -04:00
Andi Powers Holmes
f8afb2b2ec
Add TensorFlow implementation of ConvNeXTv2 (#25558)
* Add type annotations to TFConvNextDropPath

* Use tf.debugging.assert_equal for TFConvNextEmbeddings shape check

* Add TensorFlow implementation of ConvNeXTV2

* check_docstrings: add TFConvNextV2Model to exclusions

TFConvNextV2Model and TFConvNextV2ForImageClassification have docstrings
which are equivalent to their PyTorch cousins, but a parsing issue prevents them
from passing the test.

Adding exclusions for these two classes as discussed in #25558.
2023-11-01 15:09:55 +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
Younes Belkada
ae093eef01
[core / Quantization ] AWQ integration (#27045)
* working v1

* oops

* Update src/transformers/modeling_utils.py

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

* fixup

* oops

* push

* more changes

* add docs

* some fixes

* fix copies

* add v1 doc

* added installation guide

* relax constraints

* revert

* attempt llm-awq

* oops

* oops

* fixup

* raise error when incorrect cuda compute capability

* nit

* add instructions for llm-awq

* fixup

* fix copies

* fixup and docs

* change

* few changes + add demo

* add v1 tests

* add autoawq in dockerfile

* finalize

* Update tests/quantization/autoawq/test_awq.py

* fix test

* fix

* fix issue

* Update src/transformers/integrations/awq.py

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

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

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

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

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

* Update src/transformers/integrations/awq.py

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

* Update src/transformers/integrations/awq.py

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

* add link to example script

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

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

* add more content

* add more details

* add link to quantization docs

* camel case + change backend class name

* change to string

* fixup

* raise errors if libs not installed

* change to `bits` and `group_size`

* nit

* nit

* Apply suggestions from code review

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

* disable training

* address some comments and fix nits

* fix

* final nits and fix tests

* adapt to our new runners

* make fix-copies

* Update src/transformers/utils/quantization_config.py

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

* Update src/transformers/utils/quantization_config.py

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

* Update src/transformers/integrations/awq.py

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

* Update src/transformers/integrations/awq.py

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

* move to top

* add conversion test

* final nit

* add more elaborated test

---------

Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2023-11-01 09:06:31 +01:00
Steven Liu
77930f8a01
[docs] Update CPU/GPU inference docs (#26881)
* first draft

* remove non-existent paths

* edits

* feedback

* feedback and optimum

* Apply suggestions from code review

Co-authored-by: regisss <15324346+regisss@users.noreply.github.com>
Co-authored-by: Ella Charlaix <80481427+echarlaix@users.noreply.github.com>

* redirect to correct doc

* _redirects.yml

---------

Co-authored-by: regisss <15324346+regisss@users.noreply.github.com>
Co-authored-by: Ella Charlaix <80481427+echarlaix@users.noreply.github.com>
2023-10-31 09:44:51 -07:00
Younes Belkada
309a90664f
[FEAT] Add Neftune into transformers Trainer (#27141)
* add v1 neftune

* use `unwrap_model` instead

* add test + docs

* Apply suggestions from code review

Co-authored-by: Zach Mueller <muellerzr@gmail.com>

* more details

* fixup

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

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

* refactor a bit

* more elaborated test

* fix unwrap issue

---------

Co-authored-by: Zach Mueller <muellerzr@gmail.com>
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2023-10-31 16:03:59 +01:00
Vivek Khandelwal
2963e196ee
Add support for loading GPTQ models on CPU (#26719)
* Add support for loading GPTQ models on CPU

Right now, we can only load the GPTQ Quantized model on the CUDA
device. The attribute `gptq_supports_cpu` checks if the current
auto_gptq version is the one which has the cpu support for the
model or not.
The larger variants of the model are hard to load/run/trace on
the GPU and that's the rationale behind adding this attribute.

Signed-Off By: Vivek Khandelwal <vivek@nod-labs.com>

* Update quantization.md

* Update quantization.md

* Update quantization.md
2023-10-31 13:45:23 +00:00
Susnato Dhar
b5db8ca66f
Add flash attention for gpt_bigcode (#26479)
* added flash attention of gpt_bigcode

* changed docs

* Update src/transformers/models/gpt_bigcode/modeling_gpt_bigcode.py

* add FA-2 docs

* oops

* Update docs/source/en/perf_infer_gpu_one.md Last Nit

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

* fix

* oops

* remove padding_mask

* change getattr->hasattr logic

* changed .md file

---------

Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>
Co-authored-by: younesbelkada <younesbelkada@gmail.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
2023-10-31 11:21:02 +00:00
Clifford Ressel
b5c8e23f0f
Remove broken links to s-JoL/Open-Llama (#27164) 2023-10-31 10:17:54 +00:00
NielsRogge
8211c59b9a
[KOSMOS-2] Update docs (#27157)
Update docs
2023-10-30 21:42:19 +01:00
Rockerz
84724efd10
Translating en/main_classes folder docs to Japanese 🇯🇵 (#26894)
* add

* add

* add

* Add deepspeed.md

* Add

* add

* Update docs/source/ja/main_classes/callback.md

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

* Update docs/source/ja/main_classes/output.md

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

* Update docs/source/ja/main_classes/pipelines.md

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

* Update docs/source/ja/main_classes/processors.md

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

* Update docs/source/ja/main_classes/processors.md

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

* Update docs/source/ja/main_classes/text_generation.md

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

* Update docs/source/ja/main_classes/processors.md

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

* Update  logging.md

* Update toctree.yml

* Update docs/source/ja/main_classes/deepspeed.md

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

* Add suggesitons

* m

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

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

* Update toctree.yml

* Update Quantization.md

* Update docs/source/ja/_toctree.yml

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

* Update toctree.yml

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

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

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

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

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
2023-10-30 09:39:14 -07:00
Yih-Dar
691fd8fdde
Add Kosmos-2 model (#24709)
* Add KOSMOS-2 model

* update

* update

* update

* address review comment - 001

* address review comment - 002

* address review comment - 003

* style

* Apply suggestions from code review

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

* fix

* address review comment - 004

* address review comment - 005

* address review comment - 006

* address review comment - 007

* address review comment - 008

* address review comment - 009

* address review comment - 010

* address review comment - 011

* update readme

* fix

* fix

* fix

* [skip ci] fix

* revert the change in _decode

* fix docstring

* fix docstring

* Update docs/source/en/model_doc/kosmos-2.md

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

* no more Kosmos2Tokenizer

* style

* remove "returned when being computed by the model"

* Apply suggestions from code review

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

* UTM5 Atten

* fix attn mask

* use present_key_value_states instead of next_decoder_cache

* style

* conversion scripts

* conversion scripts

* conversion scripts

* Add _reorder_cache

* fix doctest and copies

* rename 1

* rename 2

* rename 3

* make fixup

* fix table

* fix docstring

* rename 4

* change repo_id

* remove tip

* update md file

* make style

* update md file

* put docs/source/en/model_doc/kosmos-2.md to slow

* update conversion script

* Use CLIPImageProcessor in Kosmos2Processor

* Remove Kosmos2ImageProcessor

* Remove to_dict in Kosmos2Config

* Remove files

* fix import

* Update conversion

* normalized=False

* Not using hardcoded values like <image>

* elt --> element

* Apply suggestion

* Not using hardcoded values like </image>

* No assert

* No nested functions

* Fix md file

* copy

* update doc

* fix docstring

* fix name

* Remove _add_remove_spaces_around_tag_tokens

* Remove dummy docstring of _preprocess_single_example

* Use `BatchEncoding`

* temp

* temp

* temp

* Update

* Update

* Make Kosmos2ProcessorTest a bit pretty

* Update gradient checkpointing

* Fix gradient checkpointing test

* Remove one liner remove_special_fields

* Simplify conversion script

* fix add_eos_token

* update readme

* update tests

* Change to microsoft/kosmos-2-patch14-224

* style

* Fix doc

---------

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
2023-10-30 13:32:17 +01:00
Arthur
90ee9cea19
Revert "add exllamav2 arg" (#27102)
Revert "add exllamav2 arg (#26437)"

This reverts commit 8214d6e7b1.
2023-10-27 11:23:06 +02:00
Marc Sun
8214d6e7b1
add exllamav2 arg (#26437)
* add_ xllamav2 arg

* add test

* style

* add check

* add doc

* replace by use_exllama_v2

* fix tests

* fix doc

* style

* better condition

* fix logic

* add deprecate msg
2023-10-26 10:15:05 -04:00
Younes Belkada
c34c50cdc0
[docs] Add MaskGenerationPipeline in docs (#27063)
* add `MaskGenerationPipeline` in docs

* Update __init__.py

* fix repo consistency and clarify docstring

* add on check docstirngs

* actually we do have a tf sam

* oops
2023-10-25 19:31:36 +02:00
Maria Khalusova
9333bf0769
[docs] Performance docs refactor p.2 (#26791)
* initial edits

* improvements for clarity and flow

* improvements for clarity and flow, removed the repetead section

* removed two docs that had no content

* Revert "removed two docs that had no content"

This reverts commit e98fa2fa0d.

* Apply suggestions from code review

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

* feedback addressed

* more feedback addressed

* feedback addressed

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
2023-10-24 13:10:06 -04:00
Alex McKinney
9da451713d
Device agnostic testing (#25870)
* adds agnostic decorators and availability fns

* renaming decorators and fixing imports

* updating some representative example tests
bloom, opt, and reformer for now

* wip device agnostic functions

* lru cache to device checking functions

* adds `TRANSFORMERS_TEST_DEVICE_SPEC`
if present, imports the target file and updates device to function
mappings

* comments `TRANSFORMERS_TEST_DEVICE_SPEC` code

* extra checks on device name

* `make style; make quality`

* updates default functions for agnostic calls

* applies suggestions from review

* adds `is_torch_available` guard

* Add spec file to docs, rename function dispatch names to backend_*

* add backend import to docs example for spec file

* change instances of  to

* Move register backend to before device check as per @statelesshz changes

* make style

* make opt test require fp16 to run

---------

Co-authored-by: arsalanu <arsalanu@graphcore.ai>
Co-authored-by: arsalanu <hzji210@gmail.com>
2023-10-24 16:49:26 +02:00
Leandro von Werra
b18e31407c
add info on TRL docs (#27024)
* add info on TRL docs

* add TRL link

* tweak text

* tweak text
2023-10-24 14:56:00 +02:00
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
Omar Sanseviero
d33d313192
Nits in Llama2 docstring (#26996)
Update llama2.md
2023-10-23 14:19:59 +02:00
Diego Machado
9b1976697d
fix set_transform link docs (#26856)
* fix set_transform link

* Update docs/source/en/preprocessing.md

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

* use doc-builder sintax

---------

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
2023-10-20 11:16:37 +02:00
Joao Gante
ae4fb84629
Generate: update basic llm tutorial (#26937) 2023-10-19 16:53:28 +01:00
Mohamed Aymane Farhi
73dc23f786
Fix license (#26931) 2023-10-19 15:36:41 +02:00
Patrick von Platen
734dd96e02
[Docs] Make sure important decode and generate method are nicely displayed in Whisper docs (#26927)
better docstrings whisper
2023-10-19 13:01:47 +02:00