Commit Graph

1612 Commits

Author SHA1 Message Date
Hazrul Akmal
f28c918c7e
Add docs xlm roberta (#20742)
* added model resources for xlm-roberta

* added model resources for xlm-roberta

* resolve suggested changes

* add resources to xlm-roberta
2022-12-13 09:25:55 -08:00
Ariel Ekgren
5f94855dc3
Add gpt-sw3 model to transformers (#20209)
* Add templates for gpt-sw3

* Add templates for gpt-sw3

* Added sentencepiece tokenizer

* intermediate commit with many changes

* fixed conflicts

* Init commit for tokenization port

* Tokenization progress

* Remove fast tokenizer

* Clean up and rename spm.model -> spiece.model

* Remove TF -> PT conversion script template, Clean up Megatron -> PT script

* Optimize encode & decode performance

* added new attention

* added new attention

* attention for gpt-sw3 working

* attention good

* Cache is now working

* fixed attention mask so that it works with causal attention

* fixed badbmm bug for cpu and caching

* updated config with correct parameters

* Refactor and leave optimizations as separate functions to avoid breaking expected functionality

* Fix special tokens mapping for both tokenizers

* cleaning up of code and comments

* HF compatible attention outputs

* Tokenizer now passing tests, add documentation

* Update documentation

* reverted back to base implementation after checking that it is identical to pretrained model

* updated gpt-sw3 config

* updated conversion script

* aligned parameters with gpt-sw3 config

* changed default scale_attn_by_inverse_layer_idx to true

* removed flag from conversion script

* added temporary model path

* reverted back to functioning convert script

* small changes to default config

* updated tests for gpt-sw3

* make style, make quality, minor cleanup

* Change local paths to testing online repository

* Change name: GptSw3 -> GPTSw3

* Remove GPTSw3TokenizerFast references

* Use official model repository and add more model sizes

* Added reference to 6.7b model

* Add GPTSw3DoubleHeadsModel to IGNORE_NON_AUTO_CONFIGURED, like GPT2DoubleHeadsModel

* Remove pointers to non-existing TFGPTSw3

* Add GPTSw3 to docs/_toctree.yml

* Remove TF artifacts from GPTSw3 in __init__ files

* Update README:s with 'make fix-copies'

* Add 20b model to archive list

* Add documentation for GPT-Sw3

* Fix typo in documentation for GPT-Sw3

* Do 'make fix-copies' again after having updated docs

* Fix some typos in docs

* Update src/transformers/models/gpt_sw3/configuration_gpt_sw3.py

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

* Update src/transformers/models/gpt_sw3/configuration_gpt_sw3.py

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

* Update src/transformers/models/gpt_sw3/__init__.py

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

* Update src/transformers/models/gpt_sw3/__init__.py

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

* Update src/transformers/models/gpt_sw3/convert_megatron_to_pytorch.py

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

* Update src/transformers/models/gpt_sw3/modeling_gpt_sw3.py

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

* Update tests/models/gpt_sw3/test_tokenization_gpt_sw3.py

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

* Update src/transformers/models/gpt_sw3/modeling_gpt_sw3.py

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

* Update src/transformers/models/gpt_sw3/modeling_gpt_sw3.py

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

* Resolve comments from PR feedback

* Resolve more comments from PR feedback, also set use_cache=True in convert script

* Add '# Copied from' comments for GPTSw3 modeling

* Set 'is_parallelizable = False'

* Remove '# Copied from' where code was modified and add 'with x->y' when appropriate

* Remove parallelize in mdx

* make style, make quality

* Update GPTSw3Config default values and corresponding documentation

* Update src/transformers/models/gpt_sw3/tokenization_gpt_sw3.py

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

* Update src/transformers/models/gpt_sw3/__init__.py

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

* Clean up and protect GPTSw3Tokenizer imports with is_sentencepiece_available

* Make style, make quality

* Add dummy object for GPTSw3Tokenizer via 'make fix-copies'

* make fix-copies

* Remove GPTSw3 modeling classes

* make style, make quality

* Add GPTSw3 auto-mappings for other GPT2 heads

* Update docs/source/en/model_doc/gpt-sw3.mdx

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

* Update src/transformers/models/gpt_sw3/convert_megatron_to_pytorch.py

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

* Update src/transformers/models/gpt_sw3/tokenization_gpt_sw3.py

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

* Remove old TODO-comment

* Add example usage to GPTSw3Tokenizer docstring

* make style, make quality

* Add implementation details and example usage to gpt-sw3.mdx

Co-authored-by: JoeyOhman <joeyoh@kth.se>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-12-12 13:12:13 -05:00
Matt
c1b9a11dd4
Convert tokenizer outputs for Keras in doc example (#20732)
* Convert tokenizer outputs for Keras in doc example

* Das deutsche Beispiel auch korrigieren
2022-12-12 16:14:04 +00:00
Juanjo do Olmo
0ba94aceb6
Spanish translation of the file debugging.mdx (#20566)
* Create and translate to Spanish debugging.mdx

* solved typo error in a header

* Update debugging.mdx

* Update debugging.mdx

* Update docs/source/es/debugging.mdx

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

* Update docs/source/es/debugging.mdx

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

* Update docs/source/es/debugging.mdx

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

* Update docs/source/es/debugging.mdx

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

* Update docs/source/es/debugging.mdx

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

* Update _toctree.yml

Co-authored-by: Omar Sanseviero <osanseviero@gmail.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-12-12 10:38:56 -05:00
stanleycai95
17c742bbf5
Very small edit to change name to OpenAI GPT (#20722) 2022-12-12 09:43:43 -05:00
Alberto Mario Ceballos-Arroyo
8286af6f54
Spanish translation of asr.mdx and add_new_pipeline.mdx (#20569)
* Fix minor typo in question_answering.mdx

* Fixes minor typo in the english version of tasks/asr.mdx

* Update _toctree.yml

* Translate add_new_pipeline.mdx into Spanish

* Fixes some typos in the English version of add_new_pipeline.mdx

* Translate asr.mdx into Spanish

* Fixes small typos in add_new_pipeline.mdx

* Update docs/source/es/add_new_pipeline.mdx

Suggestion by @osanseviero

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

* Update docs/source/es/add_new_pipeline.mdx

Suggestion by @osanseviero: use "biblioteca" instead of "librería."

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

* Update docs/source/es/tasks/asr.mdx

Suggestion by @osanseviero.

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

* Update docs/source/es/add_new_pipeline.mdx

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

* Update docs/source/es/add_new_pipeline.mdx

Suggestion by @osanseviero.

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

* Update docs/source/es/add_new_pipeline.mdx

Suggestion by @osanseviero.

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

* Update docs/source/es/add_new_pipeline.mdx

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

* Update docs/source/es/tasks/asr.mdx

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

* Update docs/source/es/tasks/asr.mdx

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

* Update docs/source/es/tasks/asr.mdx

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

* Update asr.mdx

Co-authored-by: Omar Sanseviero <osanseviero@gmail.com>
2022-12-12 09:23:23 -05:00
Sylvain Gugger
799cea64ac
Fix rendering issue in quicktour (#20708)
* Fix rendering issue in quicktour

* Separate in two blocks
2022-12-09 13:51:35 -05:00
Michael Benayoun
6a062a3ed9
Change transformers.onnx to use optimum.exporters.onnx (#20529)
* Change transformers.onnx to use optimum.exporters.onnx

* Update doc

* Remove print

* Fix transformers.onnx cli

* Update documentation

* Update documentation

* Small fixes

* Fix log message

* Apply suggestions

* Update src/transformers/onnx/__main__.py

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

* Apply suggestions

* Add missing line break

* Ran make fix-copies

* Update src/transformers/onnx/__main__.py

Co-authored-by: lewtun <lewis.c.tunstall@gmail.com>

* Update src/transformers/onnx/__main__.py

Co-authored-by: lewtun <lewis.c.tunstall@gmail.com>

Co-authored-by: Michael Benayoun <michael@huggingface.co>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: lewtun <lewis.c.tunstall@gmail.com>
2022-12-09 10:42:02 +01:00
Nathan Raw
9e56aff58a
Add video classification pipeline (#20151)
* 🚧 wip video classification pipeline

* 🚧 wip - add is_decord_available check

* 🐛 add missing import

*  add tests

* 🔧 add decord to setup extras

* 🚧 add is_decord_available

*  add video-classification pipeline

* 📝 add video classification pipe to docs

* 🐛 add missing VideoClassificationPipeline import

* 📌 add decord install in test runner

*  fix url inputs to video-classification pipeline

*  updates from review

* 📝 add video cls pipeline to docs

* 📝 add docstring

* 🔥 remove unused import

* 🔥 remove some code

* 📝 docfix
2022-12-08 16:22:43 -05:00
Sylvain Gugger
9cc65f8701
Migrate torchdynamo to torch.compile (#20634)
* Migrate torchdynamo to torch.compile

* Add docstring and generic option

* Properly use the function...

* Reorg args
2022-12-08 11:18:52 -05:00
Cole Howard
fc95386ea1
Add TFBartForSequenceClassification (#20570)
* read to load

* base functionality

* revert init

* fix dummy data

* moving right along

* moving right along

* finally

* cleanup

* pull out comment

* add test

* update docstring for main class

* flake comments and rewriting copies from make repo-consistency`

* remove irrelevant differences/accidental spaces

* put copies back after space removals

* mid

* final test pass

* stray comment

* update test file

* update test file

* fixup

* black

* missed

* black missed one more

* sytle

* add doc update

* fix order of output class

* comment

* Revert "comment"

This reverts commit 03f86b6948.

* remove redundant function, and redundant reshape

* move change out of common

* style

* put common spaces back

* reorder kwargs in output

* doc style
2022-12-07 18:05:39 +01:00
NielsRogge
d151a8c550
Add BiT + ViT hybrid (#20550)
* First draft

* More improvements

* Add backbone, first draft of ViT hybrid

* Add AutoBackbone

* More improvements

* Fix bug

* More improvements

* More improvements

* Convert ViT-hybrid

* More improvements

* add patch bit

* Fix style

* Improve code

* cleaned v1

* more cleaning

* more refactoring

* Improve models, add tests

* Add docs and tests

* Make more tests pass

* Improve default backbone config

* Update model_type

* Fix more tests

* Add more copied from statements

* More improvements

* Add push to hub to conversion scripts

* clean

* more cleanup

* clean

* replace to

* fix

* Update src/transformers/models/bit/configuration_bit.py

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

* fix base model prefix

* more cleaning

* get rid of stem

* clean

* replace flag

* Update src/transformers/models/bit/configuration_bit.py

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

* Update src/transformers/models/bit/configuration_bit.py

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

* add check

* another check

* fix for hybrid vit

* final fix

* update config

* fix class name

* fix `make fix-copies`

* remove `use_activation`

* Update src/transformers/models/bit/configuration_bit.py

* rm unneeded file

* Add BiT image processor

* rm unneeded file

* add doc

* Add image processor to conversion script

* Add ViTHybrid image processor

* Add resources

* Move bit to correct position

* Fix auto mapping

* Rename hybrid to Hybrid

* Fix name in toctree

* Fix READMEs'

* Improve config

* Simplify GroupNormActivation layer

* fix test + make style

* Improve config

* Apply suggestions from code review

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

* remove comment

* remove comment

* replace

* replace

* remove all conv_layer

* refactor norm_layer

* revert x

* add copied from

* last changes + integration tests

* make fixup

* Apply suggestions from code review

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

* fix name

* fix message

* remove assert and refactor

* refactor + make fixup

* refactor - add  + sfety checker

* fix docstring + checkpoint names

* fix merge issues

* fix function name

* fix copies

* Apply suggestions from code review

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

* fix model checkpoint

* fix doctest output

* vit name on doc

* fix name on doc

* fix small nits

* fixed integration tests

* final changes - slow tests pass

Co-authored-by: Niels Rogge <nielsrogge@Nielss-MacBook-Pro.local>
Co-authored-by: younesbelkada <younesbelkada@gmail.com>
Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-12-07 11:03:39 +01:00
Samuel Xu
e842e181df
Documentation fixes (#20607) 2022-12-06 07:32:46 -05:00
Nicolas Patry
28f3d431d4
Rework the pipeline tutorial (#20437)
* [WIP] Rework the pipeline tutorial

- Switch to `asr` instead of another NLP task.
- It also has simpler to understand results.
- Added a section with interaction with `datasets`.
- Added a section with writing a simple webserver.

* Apply suggestions from code review

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

* Addressing comments.

* Links.

* Fixing docs format.

* Adding pipeline_webserver to _toctree.

* Warnig -> Tip warnings={true}.

* Fix link ?

* Links ?

* Fixing link, adding chunk batching.

* Oops.

* Apply suggestions from code review

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

* Update docs/source/en/pipeline_tutorial.mdx

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

* Apply suggestions from code review

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

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
2022-12-06 10:47:31 +01:00
Steven Liu
720e9599c1
Split autoclasses on modality (#20559)
* split autoclasses on modality

* apply review

* auto classes
2022-12-05 12:28:44 -08:00
Steven Liu
7d1c1c5b21
Fix code sample in preprocess (#20561)
* change to image_processor

* apply review
2022-12-05 11:49:43 -08:00
Francisco Kurucz
ac3bccdc74
Fix link to Swin Model contributor novice03 (#20557) 2022-12-05 11:42:29 -05:00
Erin
87282cb73c
Add RemBERT ONNX config (#20520)
* rembert onnx config

* formatting

Co-authored-by: Ho <erincho@bcd0745f972b.ant.amazon.com>
2022-12-05 11:39:09 -05:00
Kamal Raj Kanakarajan
13e736685a
Add BioGPT (#20420)
* biogpt initial commit

* updated init

* fix faster decoding with use_cache

* 1. fix input_ids and input_embeds with correct device
2. added _keys_to_ignore_on_load_missing
3. updated prepare_inputs_for_generation

* add activation_dropout and scale_embedding

* replace fsmt attention with bart attention

* added test

* run make fix-copies

* doc init and fix build

* updated README with proper information

* 1. added tips to docs
2. updated BioGptTokenizer func

* 1. added tokenizer test
2. refactor tokenizer

* make fixup

* add biogpt fairseq to hf converter

* updated layer names more
similar to original checkpoints

* config update doc string and set defaults

* added "#copied" from bart model and
updated doc strings

* enable model_input_names in tokenizer

* 1.  positionalembedding depending on attention_mask
2. added attention mask to prepare for generation

* added test to verify past and generation

* BioGptLMHeadModel -> BioGptForCausalLM

* fix typo

* tokenization and test
Copyright and updated assertion

* updated Copyright and
one func at time in line

* Copyright updates and
minor doc fix

* replace assertion with ValueError

* rm extra space

* added code syntax

* revert cmnt position change

* add tokenizer to auto

* updated doc string

* tokenizer doc string update

* biogpt hub model update to microsoft/biogpt

* make fixup

* rm cmnt to fix flake8 5.0.4 vs 6 error
2022-12-05 10:12:03 -05:00
szhublox
699e90437f
flan-t5.mdx: fix link to large model (#20555) 2022-12-02 19:27:46 +01:00
fatih
cc3d0e1b01
[New Model] Add TimeSformer model (#18908)
* init timesformer

* apply fix-copies

* reformat style

* revert back some incoorect style updates

* init timesformer

* apply fix-copies

* reformat style

* revert back some incoorect style updates

* update timseformer doc

* add some functions and classes

* add new config params

* implement multiple classes

* update TimeSformerLayer

* update TimeSformerModel, TimeSformerPreTrainedModel, TimeSformerEncoder

* several fixes

* reformat

* temporary update

* fix some typos

* fix weight converter

* more fixes

* fix a typo

* fix typo

* remove redundant params

* fix for latest hf-hub

* merge fix

* fix some checks

* video classification works with einops

* add paper info to docs

* merge fix

* remove redundant line

* remove redundant docstring

* update config

* fix some typos

* fix converter

* update some test constants

* refactor einops functions

* reformat

* fix a comment

* remove redundat imports

* reformat

* fix a typo

* remove comment

* remove unused imports

* remove redundant doc line

* reformat

* add missing line

* fix docs

* fix timesformer auto feat ext

* add unittests

* reformat

* fix docs

* some fixes and updates

* fix readme

* fix modeling

* fix readme

* update index

* revert _toctree.yml changes

* update timseformer.mdx

* update drop_path_prob to drop_path_rate

* add dosctring for drop_path_rate

* update TimeSformerPatchEmbed naming

* remove to_2tuple

* explicit use of nn.functional

* reformat

* many updates from review comments

* fix a typo

* reformat

* remove assert, better variable name

* make variable names more explicit

* add some adapted from

* more explicit variable names

* remove redundant docstring

* fix initilaization

* move permute inside embedding

* update class names

* remove unused imports

* add test for video classification

* update PretrainedModel with PreTrainedModel

* remove double permute

* update based on sylvain's review

* aply auto fix

* update image_processing_auto for timesformer

* update hub urls

* reformat

* remove duplicate import

* update doc link
2022-12-02 09:13:25 +01:00
Younes Belkada
8b486c0310
add doc for (#20525) 2022-12-01 16:52:13 +01:00
Yang An
721764028e
Add Chinese-CLIP implementation (#20368)
* init chinese-clip model from clip

* init model tests and docs

* implement chinese-clip into hf

* implement chinese-clip into hf

* implement chinese-clip into hf

* implement chinese-clip into hf

* implement chinese-clip into hf

* update usecase example in model implementation

* fix codestyle

* fix model_type typo in readme

* add placeholder in doc

* add placeholder in doc

* update the init script

* update usecase

* fix codestyle

* update testcase

* update testcase

* update testcase

* update testcase

* update testcase

* update testcase

* update testcase

* update testcase

* update testcase

* update testcase

* update testcase

* update testcase

* forward the convert_rgb

* update testcase

* update testcase

* update testcase

* merge the recent update from clip about model_input_name property

* update the doc

* update the doc

* update the doc

* update the doc

* remove unused imports

* reformat code style

* update the doc

* fix isort style

* bypass a weird failed unit test which is unrelated with my PR

* update the doc

* implement independent vision config class

* implement independent vision model class

* fix refactor bug

* fix refactor bug

* fix refactor bug

* make style

* fix refactor bug

* make style

* fix refactor bug

* fix refactor bug

* make style

* fix refactor bug

* fix refactor bug

* doc-build restyle

* implement independent text config class

* implement independent text model class

* implement independent text model class

* make style

* make fix-copies

* fix refactor bug

* fix refactor bug

* fix refactor bug

* fix refactor bug

* fix refactor bug

* fix refactor bug

* fix refactor bug

* fix refactor bug

* fix refactor bug

* fix refactor bug

* make style

* update doc

* black and isort

* update doc

* Update src/transformers/models/chinese_clip/configuration_chinese_clip.py

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

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

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

* modify the model type from chinese-clip to chinese_clip

* format the example comment of ChineseCLIPVisionConfig

* correct the copyright comment

* fix the tokenizer specification

* add copied from for loss function

* remove unused class

* update CHINESE_CLIP_TEXT_INPUTS_DOCSTRING

* update CHINESE_CLIP_INPUTS_DOCSTRING

* update doc

* update doc

* update code comment in config

* update copied from statement

* make style

* rename the doc file

* add copied statement

* remove unused attention_mask, causal_attention_mask in ChineseCLIPVisionEncoder

* remove ChineseCLIPTextPreTrainedModel

* fix bug

* fix bug

* fix bug

* update doc

* make style

* Update src/transformers/models/chinese_clip/configuration_chinese_clip.py

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

* Update src/transformers/models/chinese_clip/configuration_chinese_clip.py

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

* update ChineseCLIPImageProcessor in image_processing_auto

* fix config_class of chinesecliptextmodel

* fix the test case

* update the docs

* remove the copied from comment for ChineseCLIPTextModel, since it has diverged from BertModel with customed config_class

* update the testcase

* final fix

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2022-11-30 19:22:23 +01:00
Sylvain Gugger
08b4621899
Repurpose torchdynamo training args towards torch._dynamo (#20498)
* Repurpose torchdynamo training args towards torch._dynamo

* Add doc
2022-11-30 11:10:45 -05:00
Julian Pollmann
829374e4fc
Fix Typo in Docs for GPU (#20509) 2022-11-30 10:41:18 -05:00
amyeroberts
17a7b49bda
Update doc examples feature extractor -> image processor (#20501)
* Update doc example feature extractor -> image processor

* Apply suggestions from code review
2022-11-30 14:50:55 +00:00
amyeroberts
de6d19ea92
Add segmentation + object detection image processors (#20160)
* Add transforms for object detection

* DETR models + Yolos

* Scrappy additions

* Maskformer image processor

* Fix up; MaskFormer tests

* Update owlvit processor

* Add to docs

* OwlViT tests

* Update pad logic

* Remove changes to transforms

* Import fn directly

* Update to include pad transformation

* Remove uninstended changes

* Add new owlvit post processing function

* Tidy up

* Fix copies

* Fix some copies

* Include device fix

* Fix scipy imports

* Update _pad_image

* Update padding functionality

* Fix bug

* Properly handle ignore index

* Fix up

* Remove defaults to None in docstrings

* Fix docstrings & docs

* Fix sizes bug

* Resolve conflicts in init

* Cast to float after resizing

* Tidy & add size if missing

* Allow kwards when processing for owlvit

* Update test values
2022-11-30 10:24:03 +00:00
Francisco Kurucz
4aa630eeab
Fix documentation code to import facebook/detr-resnet-50 model (#20491) 2022-11-29 13:30:26 -05:00
Pi Esposito
fb2b45e562
add in layer gpt2 tokenizer (#20421)
* add minimal working gpt2 tokenizer

* graph mode and output equivalence tests working

* not today tensorflow. serialization test passing!

* fix style, documentation, docstrings and all that jazz

* passing consistency checks

* move keras nlp to tf dependencies

* fix tf modeling utils and gpt2 attention to enable compiling

* fix (I hope) keras nlp dependencies

* rever changes on generation

* remove debug prints

* remove redundant tf dummy objects

* add from config, get config and max length settings to address review

* let flake ignore the error on distillation you are welcome

* test from config

* add padding test

* address sgugger review
2022-11-29 10:02:40 -05:00
amyeroberts
ae1cffaf3c
Add Donut image processor (#20425)
* Add Donut image processor

* Update src/transformers/image_transforms.py

Co-authored-by: Alara Dirik <8944735+alaradirik@users.noreply.github.com>

* Fix docstrings

* Full var names in docstring

Co-authored-by: Alara Dirik <8944735+alaradirik@users.noreply.github.com>
2022-11-29 10:38:01 +00:00
NielsRogge
6dc884abc8
[Maskformer] Add MaskFormerSwin backbone (#20344)
* First draft

* Fix backwards compatibility

* More fixes

* More fixes

* Make backbone more general

* Improve backbone

* Improve test

* Fix config checkpoint

* Address comments

* Use model_type

* Address more comments

* Fix special model names

* Remove MaskFormerSwinModel and MaskFormerSwinPreTrainedModel from main init

* Fix typo

* Update backbone

* Apply suggestion

Co-authored-by: Niels Rogge <nielsrogge@Nielss-MacBook-Pro.local>
2022-11-28 20:33:49 +01:00
Sayak Paul
d59d5a618b
chore: add link to the video cls notebook. (#20386)
* chore: add link to the video cls notebook.

* chore: segregate as resources.
2022-11-28 12:10:24 -05:00
Wang, Yi
ca3b652bbd
update cpu related doc (#20444) 2022-11-28 08:54:35 -05:00
Ian C
bc00c29d11
Add Spanish translation of pr_checks.mdx (#20339)
* Update _toctree and clone original doc

* Forgot to translate (lol)

* Translate documentation and update toctree

* Add suggested changes from review
2022-11-23 15:06:29 -05:00
Ian C
c3eb01013b
Fix toctree for Section 3 in Spanish Documentation (#20360)
* Order and group topics in the right section

* Translate "Computer Vision"
2022-11-21 16:44:34 -05:00
Steven Liu
d896029e27
Add inference section to task guides (#18781)
* 📝 start adding inference section to task guides

*  make style

* 📝 add multiple choice

* add rest of inference sections

* make style

* add compute_metric, push_to_hub, pipeline

* make style

* add updated sequence and token classification

* make style

* make edits in token classification

* add audio classification

* make style

* add asr

* make style

* add image classification

* make style

* add summarization

* make style

* add translation

* make style

* add multiple choice

* add language modeling

* add qa

* make style

* review and edits

* apply reviews

* make style

* fix call to processor

* apply audio reviews

* update to better asr model

* make style
2022-11-21 10:06:21 -08:00
NielsRogge
4973d2a04c
Add Audio Spectogram Transformer (#19981)
* First draft

* Make conversion script work

* Add id2label mapping, run code quality

* Fix copies

* Add first draft of feature extractor

* Update conversion script to use feature extractor

* Make more tests pass

* Add docs

* update input_features to input_values + pad by default to max length

* Fix doc tests

* Add feature extractor tests

* Add proper padding/truncation to feature extractor

* Add support for conversion of all audioset checkpoints

* Improve docs and extend conversion script

* Fix README

* Rename spectogram to spectrogram

* Fix copies

* Add integration test

* Remove dummy conv

* Update to ast

* Update organization

* Fix init

* Rename model to AST

* Add require_torchaudio annotator

* Move import of ASTFeatureExtractor under a is_speech_available

* Fix rebase

* Add pipeline config

* Update name of classifier head

* Rename time_dimension and frequency_dimension for clarity

* Remove print statement

* Fix pipeline test

* Fix pipeline test

* Fix index table

* Fix init

* Fix conversion script

* Rename to ForAudioClassification

* Fix index table

Co-authored-by: Niels Rogge <nielsrogge@Nielss-MacBook-Pro.local>
2022-11-21 18:58:54 +01:00
NielsRogge
96783e53b4
Add resources (#20296)
Co-authored-by: Niels Rogge <nielsrogge@Nielss-MacBook-Pro.local>
2022-11-21 18:24:32 +01:00
Matthijs Hollemans
d21c97cc0f
add MobileNetV1 model (#17799)
* add model files etc for MobileNetV2

rename files for MobileNetV1

initial implementation of MobileNetV1

fix conversion script

cleanup

write docs

tweaks

fix conversion script

extract hidden states

fix test cases

make fixup

fixup it all

remove main from doc link

fixes

fix tests

fix up

use google org

fix weird assert

* fixup

* use google organization for checkpoints
2022-11-21 10:21:28 -05:00
Raj Rajhans
22d7161a52
fix: "BigSicence" typo in docs (#20331) 2022-11-21 09:44:54 -05:00
Ian C
d28448c5cd
Add Spanish translation of serialization.mdx (#20245)
* Update _toctree and clone original content

* Translate first three sections

* Add more translated chapters. Only 3 more left.

* Finish translation

* Run style from doc-builder

* Address recommended changes from reviewer
2022-11-21 08:46:54 -05:00
BFSS
05d80d856c
translate zh quicktour(#20095) (#20181)
* zh quicktour(#20095)

* add zh to doc workflow

* remove untranslation from toctree

Co-authored-by: BeifangSusu <BeifangSusu@bfss.com>
2022-11-21 08:44:18 -05:00
Joao Gante
3de07473da
Generate: add generation config class (#20218)
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2022-11-21 13:30:15 +00:00
Steven Liu
d316037ad7
organize pipelines by modality (#20306) 2022-11-18 12:06:25 -08:00
Ali Hassani
fc4a993e1b
Add Neighborhood Attention Transformer (NAT) and Dilated NAT (DiNAT) models (#20219)
* Add DiNAT

* Adds DiNAT + tests

* Minor fixes

* Added HF model

* Add natten to dependencies.

* Cleanup

* Minor fixup

* Reformat

* Optional NATTEN import.

* Reformat & add doc to _toctree

* Reformat (finally)

* Dummy objects for DiNAT

* Add NAT + minor changes

Adds NAT as its own independent model + docs, tests
Adds NATTEN to ext deps to ensure ci picks it up.

* Remove natten from `all` and `dev-torch` deps, add manual pip install to ci tests

* Minor fixes.

* Fix READMEs.

* Requested changes to docs + minor fixes.

* Requested changes.

* Add NAT/DiNAT tests to layoutlm_job

* Correction to Dinat doc.

* Requested changes.
2022-11-18 13:08:26 -05:00
amyeroberts
b98269425e
Add padding image transformation (#19838)
* Add padding transformation

* Add in upstream changes

* Update tests & docs

* Code formatting tuples in docstring
2022-11-18 11:27:21 +00:00
Shogo Hida
389702242d
[Docs] Add resources of OpenAI GPT (#20084)
* Add resources of OpenAI GPT

* Delete Deploy section and add .

* Add scripts

* Update docs/source/en/model_doc/openai-gpt.mdx

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

* Delete causal-language-modeling section

* Add TFOpenAIGPTLMHeadModel

* Add resources from community

* Delete a link

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
2022-11-16 11:17:32 -05:00
Alara Dirik
a00b7e85ea
Adds image-guided object detection support to OWL-ViT (#20136)
Adds image-guided object detection method to OwlViTForObjectDetection class as described in the original paper. One-shot/ image-guided object detection enables users to use a query image to search for similar objects in the input image.

Co-Authored-By: Dhruv Karan k4r4n.dhruv@gmail.com
2022-11-16 09:07:46 +03:00
Ambuj Pawar
c19aa7acce
Add clip resources to the transformers documentation (#20190)
* WIP: Added CLIP resources from HuggingFace blog

* ADD: Notebooks documentation to clip

* Add link straight to notebook

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

* Change notebook links to colab

Co-authored-by: Ambuj Pawar <your_email@abc.example>
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
2022-11-15 13:26:46 -05:00
Saad Mahmud
5b62f8ea2b
Add to DeBERTa resources (#20155)
* Add to DeBERTa resources

* Fix mistakes with chapter number

* Add fill-mask pipeline

* Add sequence, token and QA pipeline

* Change token classification pipeline order

* Remove flax script and notebook links
2022-11-15 13:26:07 -05:00