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amyeroberts 6b78360e6d
Add Idefics2 (#30253) 
* Initial add model additions

* Test

* All weights loading

* Can perform full forward pass

* Local and remote the same

* Matching local and remote

* Fixup

* Idefics2Model importable; fixup docstrings

* Don't skip by default

* Remove deprecated use_resampler arg

* Remove self.config

* DecoupledLinear takes config

* Tidy up

* Enable eager attention and tidy up

* Most tests passing

* Update for batch of processed images

* Add image processor

* Update doc pages

* Update conversion script

* Remove erroneous breakpoint

* Remove accidendtal spelling change

* Update to reflect changes on hub - make generate work

* Fix up

* Image processor tests

* Update tests

* Add a processor

* Add a processor

* Update convert script

* Update modeling file - remove fixmes

* Bug fix

* Add processing test

* Use processor

* Fix up

* Update src/transformers/models/idefics2/modeling_idefics2.py

Co-authored-by: Victor SANH <victorsanh@gmail.com>

* Update src/transformers/models/idefics2/modeling_idefics2.py

Co-authored-by: Victor SANH <victorsanh@gmail.com>

* Fix test

* Update config - PR comments and defaults align with checkpoint

* Reviewer comments

* Add copied froms for flahs attention

* Update src/transformers/models/idefics2/modeling_idefics2.py

Co-authored-by: Victor SANH <victorsanh@gmail.com>

* Apply suggestions from code review

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

* Remove qk_layer_norm and freeze_layers functionality

* Fix

* Remove freeze_layer options from config

* Sync with upstream main

* Fix attention shapes siglip

* Remove Llava-next refs - TO REBASE

* Use AutoModel for text model

* Add comment to explain vision embeddings

* Fix issue with tie_word_embeddings

* Address review comments

* Fix and fix up

* Chat templates for idefics

* Fix copies

* Fix

* Add layer norms to FA2

* Fix tests

* Apply suggestions from code review

Co-authored-by: Victor SANH <victorsanh@gmail.com>

* Fix

* Review comments

* Update src/transformers/models/idefics2/modeling_idefics2.py

Co-authored-by: Victor SANH <victorsanh@gmail.com>

* Update inputs merger

* Merge weights in correct order

* Update convert script

* Update src/transformers/models/idefics2/processing_idefics2.py

Co-authored-by: Victor SANH <victorsanh@gmail.com>

* Update template

* Model code examples (fix idefics too)

* More review comments

* Tidy up

* Update processing

* Fix attention mask preparation

* Update inputs_merger inputs

* Vectorize inputs_merger

* Update src/transformers/models/idefics2/__init__.py

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

* Update src/transformers/models/idefics2/modeling_idefics2.py

* Review comments

* saying bye to the `qk_layer_norms`

* Simplify

* Update latents

* Remove erroneuous readme changes

* Return images when applying chat template

* Fix bug - prompt images are for a single sample

* Update src/transformers/models/idefics2/modeling_idefics2.py

* image splitting

* fix test

* some more comment

* some comment

* Apply suggestions from code review

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

* Update src/transformers/models/idefics2/image_processing_idefics2.py

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

* Update processor

* Update model tests

* Update src/transformers/models/idefics2/processing_idefics2.py

Co-authored-by: Victor SANH <victorsanh@gmail.com>

* Update src/transformers/models/idefics2/processing_idefics2.py

Co-authored-by: Victor SANH <victorsanh@gmail.com>

* Don't add BOS in template

* Update src/transformers/models/idefics2/processing_idefics2.py

Co-authored-by: Victor SANH <victorsanh@gmail.com>

* Remove index in examples

* Update tests to reflect #13

* Update src/transformers/models/idefics2/processing_idefics2.py

Co-authored-by: Victor SANH <victorsanh@gmail.com>

* PR comment - consistent typing

* Update readme and model doc

* Update docs

* Update checkpoint references

* Update examples

* Fix and update tests

* Small addition

* Update tests - remove copied from as no ignore placement copy could be found

* Update example

* small fixes

* Update docs/source/en/model_doc/idefics2.md

Co-authored-by: Victor SANH <victorsanh@gmail.com>

* Update docs/source/en/model_doc/idefics2.md

Co-authored-by: Victor SANH <victorsanh@gmail.com>

* Update README.md

Co-authored-by: Victor SANH <victorsanh@gmail.com>

* Connector model as bridge

* Fix up

* Fix up

* Don't pass model inputs for generation kwargs update

* IDEFICS-2 -> Idefics2

* Remove config archive name

* IDEFICS-2 -> Idefics2

* Add back llava-next

* Update readmes

* Add requirements for processor tester

* Use custom convert_to_rgb to avoid possible BC

* Fix doc example

* Fix doc example

* Skip model doc tests - as model to large

* More doc example - account for image splitting

* Update src/transformers/image_transforms.py

* Fix config doctest

---------

Co-authored-by: Pablo Montalvo <39954772+molbap@users.noreply.github.com>
Co-authored-by: ArthurZucker <arthur.zucker@gmail.com>
Co-authored-by: Victor SANH <victorsanh@gmail.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
 		2024-04-15 17:03:03 +01:00
..
benchmark [Test refactor 1/5] Per-folder tests reorganization (#15725) 2022-02-23 15:46:28 -05:00
bettertransformer Fixed malapropism error (#26660) 2023-10-09 11:04:57 +02:00
deepspeed Fix failing DeepSpeed model zoo tests (#30112) 2024-04-09 12:01:47 +05:30
extended [tests] make `test_trainer_log_level_replica` to run on accelerators with more than 2 devices (#29609) 2024-03-13 17:44:35 +00:00
fixtures Implementation of SuperPoint and AutoModelForKeypointDetection (#28966) 2024-03-19 14:43:02 +00:00
fsdp Add support for FSDP+QLoRA and DeepSpeed ZeRO3+QLoRA (#29587) 2024-03-13 22:03:02 +05:30
generation Fix length related warnings in speculative decoding (#29585) 2024-04-10 12:45:07 +05:00
models Add Idefics2 (#30253) 2024-04-15 17:03:03 +01:00
optimization Make schedulers picklable by making lr_lambda fns global (#21768) 2023-03-02 12:08:43 -05:00
peft_integration FIX [`CI`]: Fix failing tests for peft integration (#29330) 2024-02-29 03:56:16 +01:00
pipelines Revert workaround for TF safetensors loading (#30128) 2024-04-09 11:04:18 +01:00
quantization Fix quantization tests (#29914) 2024-04-09 17:10:29 +02:00
repo_utils Allow `# Ignore copy` (#27328) 2023-12-07 10:00:08 +01:00
sagemaker Update all references to canonical models (#29001) 2024-02-16 08:16:58 +01:00
tokenization Remove static pretrained maps from the library's internals (#29112) 2024-03-25 10:33:38 +01:00
tools Add support for for loops in python interpreter (#24429) 2023-06-26 09:58:14 -04:00
trainer Rework tests to compare trainer checkpoint args (#29883) 2024-03-30 22:19:17 -04:00
utils Add test for parse_json_file and change typing to os.PathLike (#30183) 2024-04-15 09:34:36 +01:00
__init__.py GPU text generation: mMoved the encoded_prompt to correct device 2020-01-06 15:11:12 +01:00
test_backbone_common.py Align backbone stage selection with out_indices & out_features (#27606) 2023-12-20 18:33:17 +00:00
test_cache_utils.py Generate: add tests for caches with `pad_to_multiple_of` (#29462) 2024-03-06 10:57:04 +00:00
test_configuration_common.py [ `PretrainedConfig`] Improve messaging (#27438) 2023-11-15 14:10:39 +01:00
test_configuration_utils.py [tests] remove deprecated tests for model loading (#29450) 2024-03-15 14:18:41 +00:00
test_feature_extraction_common.py Split common test from core tests (#24284) 2023-06-15 07:30:24 -04:00
test_feature_extraction_utils.py [tests] remove deprecated tests for model loading (#29450) 2024-03-15 14:18:41 +00:00
test_image_processing_common.py Raise unused kwargs image processor (#29063) 2024-02-20 16:20:20 +01:00
test_image_processing_utils.py [tests] remove deprecated tests for model loading (#29450) 2024-03-15 14:18:41 +00:00
test_image_transforms.py Normalize floating point cast (#27249) 2023-11-10 15:35:27 +00:00
test_modeling_common.py Add Idefics2 (#30253) 2024-04-15 17:03:03 +01:00
test_modeling_flax_common.py fix: Replace deprecated `assertEquals` with `assertEqual` (#30241) 2024-04-15 09:36:06 +01:00
test_modeling_flax_utils.py Enable safetensors conversion from PyTorch to other frameworks without the torch requirement (#27599) 2024-01-23 10:28:23 +01:00
test_modeling_tf_common.py Add tf_keras imports to prepare for Keras 3 (#28588) 2024-01-30 17:26:36 +00:00
test_modeling_tf_utils.py Cast bfloat16 to float32 for Numpy conversions (#29755) 2024-03-21 14:04:11 +00:00
test_modeling_utils.py [tests] make 2 tests device-agnostic (#30008) 2024-04-10 14:46:39 +02:00
test_pipeline_mixin.py Image Feature Extraction pipeline (#28216) 2024-02-05 14:50:07 +00:00
test_processing_common.py Don't save `processor_config.json` if a processor has no extra attribute (#28584) 2024-01-19 09:59:14 +00:00
test_sequence_feature_extraction_common.py Fix typo (#25966) 2023-09-05 10:12:25 +02:00
test_tokenization_common.py fix: Replace deprecated `assertEquals` with `assertEqual` (#30241) 2024-04-15 09:36:06 +01:00
test_tokenization_utils.py [tests] remove deprecated tests for model loading (#29450) 2024-03-15 14:18:41 +00:00