* 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
* 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>
* Fix Fuyu image scaling bug
It could produce negative padding and hence inference errors for certain
image sizes.
* initial rework commit
* add batching capabilities, refactor image processing
* add functional batching for a list of images and texts
* make args explicit
* Fuyu processing update (#27133)
* Add file headers
* Add file headers
* First pass - preprocess method with standard args
* First pass image processor rework
* Small tweaks
* More args and docstrings
* Tidying iterating over batch
* Tidying up
* Modify to have quick tests (for now)
* Fix up
* BatchFeature
* Passing tests
* Add tests for processor
* Sense check when patchifying
* Add some tests
* FuyuBatchFeature
* Post-process box coordinates
* Update to `size` in processor
* Remove unused and duplicate constants
* Store unpadded dims after resize
* Fix up
* Return FuyuBatchFeature
* Get unpadded sizes after resize
* Update exception
* Fix return
* Convert input `<box>` coordinates to model format.
* Post-process point coords, support multiple boxes/points in a single
sequence
* Replace constants
* Update src/transformers/models/fuyu/image_processing_fuyu.py
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
* Preprocess List[List[image]]
* Update src/transformers/models/fuyu/image_processing_fuyu.py
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
* Update to Amy's latest state.
* post-processing returns a list of tensors
* Fix error when target_sizes is None
Co-authored-by: Pablo Montalvo <pablo.montalvo.leroux@gmail.com>
* Update src/transformers/models/fuyu/image_processing_fuyu.py
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
* Update src/transformers/models/fuyu/image_processing_fuyu.py
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
* Update src/transformers/models/fuyu/image_processing_fuyu.py
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
* Update src/transformers/models/fuyu/image_processing_fuyu.py
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
* Review comments
* Update src/transformers/models/fuyu/image_processing_fuyu.py
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
* Fix up
* Fix up
---------
Co-authored-by: Ubuntu <ubuntu@ip-172-31-72-126.ec2.internal>
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
Co-authored-by: Pablo Montalvo <pablo.montalvo.leroux@gmail.com>
* Fix conflicts in fuyu_follow_up_image_processing (#27228)
fixing conflicts and updating on main
* Revert "Fix conflicts in fuyu_follow_up_image_processing" (#27232)
Revert "Fix conflicts in fuyu_follow_up_image_processing (#27228)"
This reverts commit acce10b6c6.
---------
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
Co-authored-by: Ubuntu <ubuntu@ip-172-31-72-126.ec2.internal>
* initial commit
* add processor, add fuyu naming
* add draft processor
* fix processor
* remove dropout to fix loading of weights
* add image processing fixes from Pedro
* fix
* fix processor
* add basic processing fuyu test
* add documentation and TODO
* address comments, add tests, add doc
* replace assert with torch asserts
* add Mixins and fix tests
* clean imports
* add model tester, clean imports
* fix embedding test
* add updated tests from pre-release model
* Processor: return input_ids used for inference
* separate processing and model tests
* relax test tolerance for embeddings
* add test for logit comparison
* make sure fuyu image processor is imported in the init
* fix formattingh
* more formatting issues
* and more
* fixups
* remove some stuff
* nits
* update init
* remove the fuyu file
* Update integration test with release model
* Update conversion script.
The projection is not used, as confirmed by the authors.
* improve geenration
* Remove duplicate function
* Trickle down patches to model call
* processing fuyu updates
* remove things
* fix prepare_inputs_for_generation to fix generate()
* remove model_input
* update
* add generation tests
* nits
* draft leverage automodel and autoconfig
* nits
* fix dtype patch
* address comments, update READMEs and doc, include tests
* add working processing test, remove refs to subsequences
* add tests, remove Sequence classification
* processing
* update
* update the conversion script
* more processing cleanup
* safe import
* take out ModelTesterMixin for early release
* more cl;eanup
* more cleanup
* more cleanup
* and more
* register a buffer
* nits
* add postprocessing of generate output
* nits
* updates
* add one working test
* fix test
* make fixup works
* fixup
* Arthur's updates
* nits
* update
* update
* fix processor
* update tests
* passe more fixups
* fix
* nits
* don't import torch
* skip fuyu config for now
* fixup done
* fixup
* update
* oups
* nits
* Use input embeddings
* no buffer
* update
* styling processing fuyu
* fix test
* update licence
* protect torch import
* fixup and update not doctested
* kwargs should be passed
* udpates
* update the impofixuprts in the test
* protect import
* protecting imports
* protect imports in type checking
* add testing decorators
* protect top level import structure
* fix typo
* fix check init
* move requires_backend to functions
* Imports
* Protect types
---------
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
Co-authored-by: ArthurZucker <arthur.zucker@gmail.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
Co-authored-by: Lysandre <lysandre@huggingface.co>
