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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
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auto.md Make TTS automodels importable (#25595) 2023-08-18 22:01:35 +02:00
autoformer.md [Time-Series] Added blog-post to tips (#24482) 2023-07-03 10:07:25 +02:00
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blip.md [Docs] Fix un-rendered images (#25561) 2023-08-17 12:08:11 +02:00
bloom.md Add bloom flax (#25094) 2023-07-27 18:24:56 +01:00
bort.md Deprecate models (#24787) 2023-07-13 11:46:54 -04:00
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deformable_detr.md Removal of deprecated vision methods and specify deprecation versions (#24570) 2023-06-29 15:09:51 +01:00
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detr.md Removal of deprecated vision methods and specify deprecation versions (#24570) 2023-06-29 15:09:51 +01:00
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dinat.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
dinov2.md Add DINOv2 (#24016) 2023-07-18 15:34:06 +01:00
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donut.md Generate: generation config validation fixes in docs (#25405) 2023-08-09 13:07:11 +01:00
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idefics.md new model: IDEFICS via HuggingFaceM4 (#24796) 2023-08-18 14:12:28 -07:00
imagegpt.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
informer.md [Time-Series] Added blog-post to tips (#24482) 2023-07-03 10:07:25 +02:00
instructblip.md Add InstructBLIP (#23460) 2023-06-26 11:23:57 +02:00
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layoutlmv2.md Update old existing feature extractor references (#24552) 2023-06-29 10:17:36 +01:00
layoutlmv3.md Update old existing feature extractor references (#24552) 2023-06-29 10:17:36 +01:00
layoutxlm.md Update old existing feature extractor references (#24552) 2023-06-29 10:17:36 +01:00
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llama.md [Llama2] Add support for Llama 2 (#24891) 2023-07-18 15:18:31 -04:00
llama2.md [small] llama2.md typo (#25295) 2023-08-03 14:17:06 -07:00
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mbart.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
mctct.md Deprecate models (#24787) 2023-07-13 11:46:54 -04:00
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mms.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
mobilebert.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
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mobilevitv2.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
mpnet.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
mpt.md [MPT] Add MosaicML's MPT model to transformers (#24629) 2023-07-25 14:32:40 +02:00
mra.md Add Multi Resolution Analysis (MRA) (New PR) (#24513) 2023-07-10 10:50:43 +01:00
mt5.md [T5, MT5, UMT5] Add [T5, MT5, UMT5]ForSequenceClassification (#24726) 2023-07-25 21:02:49 +02:00
musicgen.md Add Musicgen (#24109) 2023-06-29 14:48:59 +01:00
mvp.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
nat.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
nezha.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
nllb-moe.md [docs] Fix NLLB-MoE links (#24388) 2023-06-20 17:34:20 -07:00
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oneformer.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
open-llama.md Deprecate unused OpenLlama architecture (#24922) 2023-07-20 07:03:24 -04:00
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owlvit.md Update warning messages reffering to post_process_object_detection (#24649) 2023-07-04 16:47:57 -03:00
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pvt.md Pvt model (#24720) 2023-07-24 15:34:19 +01:00
qdqbert.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
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resnet.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
retribert.md Deprecate models (#24787) 2023-07-13 11:46:54 -04:00
roberta-prelayernorm.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
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roformer.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
rwkv.md [RWKV] Add note in doc on RwkvStoppingCriteria (#25055) 2023-07-25 10:15:00 +02:00
sam.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
segformer.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
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speech_to_text_2.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
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speech-encoder-decoder.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
speecht5.md add generate method to SpeechT5ForTextToSpeech (#25233) 2023-08-03 14:12:07 +01:00
splinter.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
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swiftformer.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
swin.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
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switch_transformers.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
t5.md [T5, MT5, UMT5] Add [T5, MT5, UMT5]ForSequenceClassification (#24726) 2023-07-25 21:02:49 +02:00
t5v1.1.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
table-transformer.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
tapas.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
tapex.md Deprecate models (#24787) 2023-07-13 11:46:54 -04:00
time_series_transformer.md [Time-Series] Added blog-post to tips (#24482) 2023-07-03 10:07:25 +02:00
timesformer.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
trajectory_transformer.md Deprecate models (#24787) 2023-07-13 11:46:54 -04:00
transfo-xl.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
trocr.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
tvlt.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
ul2.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
umt5.md [T5, MT5, UMT5] Add [T5, MT5, UMT5]ForSequenceClassification (#24726) 2023-07-25 21:02:49 +02:00
unispeech-sat.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
unispeech.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
upernet.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
van.md Deprecate models (#24787) 2023-07-13 11:46:54 -04:00
videomae.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
vilt.md Update old existing feature extractor references (#24552) 2023-06-29 10:17:36 +01:00
vision-encoder-decoder.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
vision-text-dual-encoder.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
visual_bert.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
vit_hybrid.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
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vit_msn.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
vit.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
vivit.md Add ViViT (#22518) 2023-07-11 14:04:04 +01:00
wav2vec2_phoneme.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
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wavlm.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
whisper.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
xclip.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
xglm.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
xlm-prophetnet.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
xlm-roberta-xl.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
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xlm-v.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
xlm.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
xlnet.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
xls_r.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
xlsr_wav2vec2.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
xmod.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
yolos.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
yoso.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00