transformers/utils
Tony Wu f33a0cebb3
Add ColPali to 🤗 transformers (#33736)
* feat: run `add-new-model-like`

* feat: add paligemma code with "copied from"

* feat: add ColPaliProcessor

* feat: add ColPaliModel

* feat: add ColPaliConfig

* feat: rename `ColPaliForConditionalGeneration` to `ColPaliModel`

* fixup modeling colpali

* fix: fix root import shortcuts

* fix: fix `modeling_auto` dict

* feat: comment out ColPali test file

* fix: fix typos from `add-new-model-like`

* feat: explicit the forward input args

* feat: move everything to `modular_colpali.py`

* fix: put back ColPaliProcesor

* feat: add auto-generated files

* fix: run `fix-copies`

* fix: remove DOCStRING constants to make modular converter work

* fix: fix typo + modular converter

* fix: add missing imports

* feat: no more errors when loading ColPaliModel

* fix: remove unused args in forward + tweak doc

* feat: rename `ColPaliModel` to `ColPaliForRetrieval`

* fix: apply `fix-copies`

* feat: add ColPaliProcessor to `modular_colpali`

* fix: run make quality + make style

* fix: remove duplicate line in configuration_auto

* feat: make ColPaliModel inehrit from PaliGemmaForConditionalGeneration

* fix: tweak and use ColPaliConfig

* feat: rename `score` to `post_process_retrieval`

* build: run modular formatter + make style

* feat: convert colpali weights + fixes

* feat: remove old weight converter file

* feat: add and validate tests

* feat: replace harcoded path to "vidore/colpali-v1.2-hf" in tests

* fix: add bfloat16 conversion in weight converter

* feat: replace pytest with unittest in modeling colpali test

* feat: add sanity check for weight conversion (doesn't work yet)

* feat: add shape sanity check in weigth converter

* feat: make ColPaliProcessor args explicit

* doc: add doc for ColPali

* fix: trying to fix output mismatch

* feat: tweaks

* fix: ColPaliModelOutput inherits from ModelOutput instead of PaliGemmaCausalLMOutputWithPast

* fix: address comments on PR

* fix: adapt tests to the Hf norm

* wip: try things

* feat: add `__call__` method to `ColPaliProcessor`

* feat: remove need for dummy image in `process_queries`

* build: run new modular converter

* fix: fix incorrect method override

* Fix tests, processing, modular, convert

* fix tokenization auto

* hotfix: manually fix processor -> fixme once convert modular is fixed

* fix: convert weights working

* feat: rename and improve convert weight script

* feat: tweaks

* fest: remove `device` input for `post_process_retrieval`

* refactor: remove unused `get_torch_device`

* Fix all tests

* docs: update ColPali model doc

* wip: fix convert weights to hf

* fix logging modular

* docs: add acknowledgements in model doc

* docs: add missing docstring to ColPaliProcessor

* docs: tweak

* docs: add doc for `ColPaliForRetrievalOutput.forward`

* feat: add modifications from colpali-engine v0.3.2 in ColPaliProcessor

* fix: fix and upload colapli hf weights

* refactor: rename `post_process_retrieval` to `score_retrieval`

* fix: fix wrong typing for `score_retrieval`

* test: add integration test for ColPali

* chore: rerun convert modular

* build: fix root imports

* Update docs/source/en/index.md

Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>

* fix: address PR comments

* wip: reduce the prediction gap in weight conversion

* docs: add comment in weight conversion script

* docs: add example for `ColPaliForRetrieval.forward`

* tests: change dataset path to the new one in hf-internal

* fix: colpali weight conversion works

* test: add fine-grained check for ColPali integration test

* fix: fix typos in convert weight script

* docs: move input docstring in a variable

* fix: remove hardcoded torch device in test

* fix: run the new modular refactor

* docs: fix python example for ColPali

* feat: add option to choose `score_retrieval`'s output dtype and device

* docs: update doc for `score_retrieval`

* feat: add `patch_size` property in ColPali model

* chore: run `make fix-copies`

* docs: update description for ColPali cookbooks

* fix: remove `ignore_index` methods

* feat: remove non-transformers specific methods

* feat: update `__init__.py` to new hf format

* fix: fix root imports in transformers

* feat: remove ColPali's inheritance from PaliGemma

* Fix CI issues

* nit remove prints

* feat: remove ColPali config and model from `modular_colpali.py`

* feat: add `ColPaliPreTrainedModel` and update modeling and configuration code

* fix: fix auto-removed imports in root `__init__.py`

* fix: various fixes

* fix: fix `_init_weight`

* temp: comment `AutoModel.from_config` for experiments

* fix: add missing `output_attentions` arg in ColPali's forward

* fix: fix `resize_token_embeddings`

* fix: make `input_ids` optional in forward

* feat: rename `projection_layer` to `embedding_proj_layer`

* wip: fix convert colpali weight script

* fix tests and convert weights from original repo

* fix unprotected import

* fix unprotected torch import

* fix style

* change vlm_backbone_config to vlm_config

* fix unprotected import in modular this time

* fix: load config from Hub + tweaks in convert weight script

* docs: move example usage from model docstring to model markdown

* docs: fix input docstring for ColPali's forward method

* fix: use `sub_configs` for ColPaliConfig

* fix: remove non-needed sanity checks in weight conversion script + tweaks

* fix: fix issue with `replace_return_docstrings` in ColPali's `forward`

* docs: update docstring for `ColPaliConfig`

* test: change model path in ColPali test

* fix: fix ColPaliConfig

* fix: fix weight conversion script

* test: fix expected weights for ColPali model

* docs: update ColPali markdown

* docs: fix minor typo in ColPaliProcessor

* Fix tests and add _no_split_modules

* add text_config to colpali config

* [run slow] colpali

* move inputs to torch_device in integration test

* skip test_model_parallelism

* docs: clarify quickstart snippet in ColPali's model card

* docs: update ColPali's model card

---------

Co-authored-by: yonigozlan <yoni.gozlan@huggingface.co>
Co-authored-by: Yoni Gozlan <74535834+yonigozlan@users.noreply.github.com>
2024-12-17 11:26:43 +01:00
..
test_module
tf_ops
add_pipeline_model_mapping_to_test.py update ruff version (#30932) 2024-05-22 06:40:15 +02:00
check_bad_commit.py Fix utils/check_bad_commit.py (for auto ping in CI) (#34943) 2024-11-28 15:34:38 +01:00
check_build.py Fix import of FalconMambaForCausalLM (#33381) 2024-09-10 09:14:54 +02:00
check_config_attributes.py Add Cohere2 model (#35224) 2024-12-13 09:35:50 +01:00
check_config_docstrings.py Add TimmWrapper (#34564) 2024-12-11 12:40:30 +00:00
check_copies.py Generate: visit non-llm prepare_inputs_for_generation (#34199) 2024-10-17 16:53:48 +01:00
check_doc_toc.py update ruff version (#30932) 2024-05-22 06:40:15 +02:00
check_docstrings.py Add Aria (#34157) 2024-12-06 12:17:34 +01:00
check_doctest_list.py update ruff version (#30932) 2024-05-22 06:40:15 +02:00
check_dummies.py update ruff version (#30932) 2024-05-22 06:40:15 +02:00
check_inits.py Fix import of FalconMambaForCausalLM (#33381) 2024-09-10 09:14:54 +02:00
check_model_tester.py
check_modular_conversion.py Large modular logic refactoring (#34487) 2024-11-01 10:13:51 +01:00
check_repo.py Add Aria (#34157) 2024-12-06 12:17:34 +01:00
check_self_hosted_runner.py
check_support_list.py [RoBERTa-based] Add support for sdpa (#30510) 2024-08-28 10:26:00 +02:00
check_table.py Add ColPali to 🤗 transformers (#33736) 2024-12-17 11:26:43 +01:00
check_tf_ops.py
create_dependency_mapping.py fix modular order (#35297) 2024-12-17 08:05:35 +01:00
create_dummy_models.py CI: fix efficientnet pipeline timeout and prevent future similar issues due to large image size (#33123) 2024-08-27 11:58:27 +01:00
custom_init_isort.py Import structure & first three model refactors (#31329) 2024-09-10 11:10:53 +02:00
deprecate_models.py Remove copied froms for deprecated models (#31153) 2024-06-03 09:42:53 +01:00
download_glue_data.py update ruff version (#30932) 2024-05-22 06:40:15 +02:00
extract_warnings.py
get_ci_error_statistics.py
get_github_job_time.py
get_modified_files.py
get_previous_daily_ci.py Ping team members for new failed tests in daily CI (#34171) 2024-10-17 16:11:52 +02:00
get_test_info.py CI: fix efficientnet pipeline timeout and prevent future similar issues due to large image size (#33123) 2024-08-27 11:58:27 +01:00
important_models.txt
models_to_deprecate.py update ruff version (#30932) 2024-05-22 06:40:15 +02:00
modular_model_converter.py fix modular order (#35297) 2024-12-17 08:05:35 +01:00
not_doctested.txt Add support for __all__ and potentilly deleting functions (#33859) 2024-10-08 10:19:17 +02:00
notification_service.py Fix CI slack reporting issue (#34833) 2024-11-20 21:36:13 +01:00
notification_service_doc_tests.py
notification_service_quantization.py Revive Nightly/Past CI (#31159) 2024-06-20 18:57:24 +02:00
past_ci_versions.py
patch_helper.py [Patch helper] update to not have to checkout main (#34006) 2024-10-09 09:21:46 +02:00
pr_slow_ci_models.py Avoid duplication in PR slow CI model list (#30634) 2024-05-03 18:19:30 +02:00
print_env.py
process_bad_commit_report.py Tiny update after #34383 (#34404) 2024-10-28 12:01:05 +01:00
process_circleci_workflow_test_reports.py Aggeregate test summary files in CircleCI workflow runs (#34989) 2024-12-16 11:06:17 +01:00
process_test_artifacts.py fix the parallel number of CI nodes when it is smaller than number of tests (#33276) 2024-09-03 16:53:21 +02:00
release.py update ruff version (#30932) 2024-05-22 06:40:15 +02:00
set_cuda_devices_for_ci.py Fix Cohere CI (#31263) 2024-06-10 15:16:58 +02:00
slow_documentation_tests.txt Update CodeLlama references (#30218) 2024-05-09 22:57:52 +02:00
sort_auto_mappings.py update ruff version (#30932) 2024-05-22 06:40:15 +02:00
split_doctest_jobs.py
split_model_tests.py consistent job / pytest report / artifact name correspondence (#30392) 2024-04-24 22:32:42 +02:00
tests_fetcher.py no filter (#34391) 2024-10-25 12:32:39 +02:00
update_metadata.py Add ColPali to 🤗 transformers (#33736) 2024-12-17 11:26:43 +01:00
update_tiny_models.py Mention model_info.id instead of model_info.modelId (#32106) 2024-07-22 14:14:47 +01:00