Commit Graph

11 Commits

Author SHA1 Message Date
Yoni Gozlan
203e27059b
Add image text to text pipeline (#34170)
* Standardize image-text-to-text-models-output

add post_process_image_text_to_text to chameleon and cleanup

Fix legacy kwarg behavior and deprecation warning

add post_process_image_text_to_text to qwen2_vl and llava_onevision

Add post_process_image_text_to_text to idefics3, mllama, pixtral processor

* nit var name post_process_image_text_to_text udop

* nit fix deprecation warnings

* Add image-text-to-text pipeline

* add support for image url in chat template for pipeline

* Reformat to be fully compatible with chat templates

* Add tests chat template

* Fix imports and tests

* Add pipeline tag

* change logic handling of single prompt ans multiple images

* add pipeline mapping to models

* fix batched inference

* fix tests

* Add manual batching for preprocessing

* Fix outputs with nested images

* Add support for all common processing kwargs

* Add default padding when multiple text inputs (batch size>1)

* nit change version deprecation warning

* Add support for text only inference

* add chat_template warnings

* Add pipeline tests and add copied from post process function

* Fix batched pipeline tests

* nit

* Fix pipeline tests blip2

* remove unnecessary max_new_tokens

* revert processing kosmos2 and remove unnecessary max_new_tokens

* fix pipeline tests idefics

* Force try loading processor if pipeline supports it

* revert load_processor change

* hardcode loading only processor

* remove unnecessary try except

* skip imagetexttotext tests for kosmos2 as tiny model causes problems

* Make code clearer

* Address review comments

* remove preprocessing logic from pipeline

* fix fuyu

* add BC resize fuyu

* Move post_process_image_text_to_text to ProcessorMixin

* add guard in post_process

* fix zero shot object detection pipeline

* add support for generator input in pipeline

* nit

* change default image-text-to-text model to llava onevision

* fix owlv2 size dict

* Change legacy deprecation warning to only show when True
2024-10-31 15:48:11 -04:00
Billy Cao
ac26260436
Allow FP16 or other precision inference for Pipelines (#31342)
* cast image features to model.dtype where needed to support FP16 or other precision in pipelines

* Update src/transformers/pipelines/image_feature_extraction.py

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

* Use .to instead

* Add FP16 pipeline support for zeroshot audio classification

* Remove unused torch imports

* Add docs on FP16 pipeline

* Remove unused import

* Add FP16 tests to pipeline mixin

* Add fp16 placeholder for mask_generation pipeline test

* Add FP16 tests for all pipelines

* Fix formatting

* Remove torch_dtype arg from is_pipeline_test_to_skip*

* Fix format

* trigger ci

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Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2024-07-05 17:21:50 +01:00
Matt
065729a692
Remove ConversationalPipeline and Conversation object (#31165)
* Remove ConversationalPipeline and Conversation object, as they have been deprecated for some time and are due for removal

* Update not-doctested.txt

* Fix JA and ZH docs

* Fix JA and ZH docs some more

* Fix JA and ZH docs some more
2024-06-07 17:50:18 +01:00
Lysandre Debut
f497f564bb
Update all references to canonical models (#29001)
* Script & Manual edition

* Update
2024-02-16 08:16:58 +01:00
amyeroberts
ba3264b4e8
Image Feature Extraction pipeline (#28216)
* Draft pipeline

* Fixup

* Fix docstrings

* Update doctest

* Update pipeline_model_mapping

* Update docstring

* Update tests

* Update src/transformers/pipelines/image_feature_extraction.py

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

* Fix docstrings - review comments

* Remove pipeline mapping for composite vision models

* Add to pipeline tests

* Remove for flava (multimodal)

* safe pil import

* Add requirements for pipeline run

* Account for super slow efficientnet

* Review comments

* Fix tests

* Swap order of kwargs

* Use build_pipeline_init_args

* Add back FE pipeline for Vilt

* Include image_processor_kwargs in docstring

* Mark test as flaky

* Update TODO

* Update tests/pipelines/test_pipelines_image_feature_extraction.py

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

* Add license header

---------

Co-authored-by: Omar Sanseviero <osanseviero@gmail.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
2024-02-05 14:50:07 +00:00
Steven Liu
a52e180a0f
[docs] General doc fixes (#28087)
* doc fix friday

* deprecated objects

* update not_doctested

* update toctree
2023-12-18 10:44:09 -08:00
adismort14
8017a59091
Fixed typo in pipelines.md documentation (#27455)
Update pipelines.md
2023-11-13 17:50:40 +00:00
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
LeviVasconcelos
576cd45a57
Add image to image pipeline (#25393)
* Add image to image pipeline

Add image to image pipeline

* remove swin2sr from tf auto

* make ImageToImage importable

* make style

make style

make style

make style

* remove tf support

* remove nonused imports

* fix postprocessing

* add important comments; add unit tests

* add documentation

* remove support for TF

* make fixup

* fix typehint Image.Image

* fix documentation code

* address review request; fix unittest type checking

* address review request; fix unittest type checking

* make fixup

* address reviews

* Update src/transformers/pipelines/image_to_image.py

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

* enhance docs

* make style

* make style

* improve docetest time

* improve docetest time

* Update tests/pipelines/test_pipelines_image_to_image.py

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

* Update tests/pipelines/test_pipelines_image_to_image.py

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

* make fixup

* undo faulty merge

* undo faulty merge

* add image-to-image to test pipeline mixin

* Update src/transformers/pipelines/image_to_image.py

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

* Update tests/pipelines/test_pipelines_image_to_image.py

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

* improve docs

---------

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Nicolas Patry <patry.nicolas@protonmail.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
2023-09-22 19:53:55 +03:00
Yoach Lacombe
b8f69d0d10
Add Text-To-Speech pipeline (#24952)
* add AutoModelForTextToSpeech class

* add TTS pipeline and tessting

* add docstrings to text_to_speech pipeline

* fix torch dependency

* corrector 'processor is None' case in Pipeline

* correct repo id

* modify text-to-speech -> text-to-audio

* remove processor

* rename text_to_speech pipelines files to text_audio

* add textToWaveform and textToSpectrogram instead of textToAudio classes

* update TTS pipeline to the bare minimum

* update tests TTS pipeline

* make style and erase useless import torch in TTS pipeline tests

* modify how to check if generate or forward in TTS pipeline

* remove unnecessary extra new lines

* Apply suggestions from code review

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

* refactor input_texts -> text_inputs

* correct docstrings of TTS.__call__

* correct the shape of generated waveform

* take care of Bark tokenizer special case

* correct run_pipeline_test TTS

* make style

* update TTS docstrings

* address Sylvain nit refactors

* make style

* refactor into one liners

* correct squeeze

* correct way to test if forward or generate

* Update output audio waveform shape

* make style

* correct import

* modify how the TTS pipeline test if a model can generate

* align shape output of TTS pipeline with consistent shape

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Co-authored-by: Sanchit Gandhi <93869735+sanchit-gandhi@users.noreply.github.com>
2023-08-17 17:34:47 +01:00
Sylvain Gugger
eb849f6604
Migrate doc files to Markdown. (#24376)
* Rename index.mdx to index.md

* With saved modifs

* Address review comment

* Treat all files

* .mdx -> .md

* Remove special char

* Update utils/tests_fetcher.py

Co-authored-by: Lysandre Debut <lysandre.debut@reseau.eseo.fr>

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Co-authored-by: Lysandre Debut <lysandre.debut@reseau.eseo.fr>
2023-06-20 18:07:47 -04:00