transformers/docs/source
Tony Wu c72ba69441
Add ColQwen2 to 🤗 transformers (#35778)
* feat: add colqwen2 (wip)

* tests: fix test_attention_outputs

* tests: reduce hidden size to accelerate tests

* tests: fix `test_attention_outputs` 🥳

* fix: fix wrong parent class for `ColQwen2ForRetrievalOutput`

* fix: minor typing and style changes

* chore: run `make style`

* feat: remove redundant `max_num_visual_tokens` attribute in `ColQwen2Processor`

* tests: tweak comments

* style: apply ruff formatter

* feat: move default values for `visual_prompt_prefix` and `query_prefix`

* docs: update ColQwen2 model card

* docs: tweak model cards

* docs: add required example config checkpoint

* tests: update expected scores in integration test

* docs: tweak quickstart snippets

* fix: address PR comments

* tests: fix colqwen2 tests + tweak comment in colpali test

* tests: unskip useful tests

* fix: fix bug when `visual_prompt_prefix` or `query_prefix` is an empty string

* fix: fix ColPali outputs when `return_dict == False`

* fix: fix issue with PaliGemma output not being a dict

* docs: set default dtype to bfloat16 in quickstart snippets

* fix: fix error when `return_dict=False` in ColPali and ColQwen2

* tests: fix special tokens not being replaced in input_ids

* style: fix lint

* fix: `ColQwen2Processor`'s `padding_side` is now set from `processor_config.json`

* fix: remove unused `padding_side` in ColQwen2 model

* docs: update ColQwen2's model doc

* fix: fix harcoded vlm backbone class in ColQwen2Config

* fix: remove `padding_side` from ColQwen2Processor as should fed from kwargs

* docs: fix typo in model docstring

* docs: add illuin mention in model docs

* fix: let `padding_size` be handled by `tokenizer_config.json`

* docs: add colpali reference url in colqwen2's model doc

* docs: add Hf mention in model docs

* docs: add late interaction mention in model docs

* docs: tweak colqwen2 model doc

* docs: update reference checkpoint for ColPali to v1.3

* docs: simplify quickstart snippets

* docs: remove redundant `.eval()`

* refactor:  use `can_return_tuple` decorator for ColPali and ColQwen2

* docs: fix copyright date

* docs: add missing copyright in tests

* fix: raise error when `initializer_range` is not in config

* docs: remove redundant `.eval()` in colpali doc

* fix: fix `get_text_config` now that Qwen2VL has a proper `text_config` attribute

See https://github.com/huggingface/transformers/pull/37268 for details about changes in Qwen2VL's config.

* fix: add missing `initializer_range` attribute in `ColQwen2Config`

* fix: use `get_text_config` in `resize_token_embeddings`

* update colwen2 with auto_docstring

* docs: fix wrong copyright year

* chore: remove `raise` as `initializer_range` has a default value in `ColQwen2Config`

* refactor: merge `inner_forward` into `forward`

* Refactor colqwen2 after refactoring of qwen2VL, use modular for modeling code

* protect torch import in modular to protect in processing

* protect torch import in modular to protect in processing

* tests: fix hf model path in ColQwen2 integration test

* docs: clarify `attn_implementation` and add comments

* docs: add fallback snippet for using offline PIL dummy images

* docs: temporarily revert attn_implementation to `None` while sdpa is not fixed

* docs: tweaks in colpali/colqwen2 quick start snippets

* fix: add missing flags to enable SDPA/Flex Attention in ColQwen2 model

* fix: add missing changes in modular file

* fix modeling tests

---------

Co-authored-by: yonigozlan <yoni.gozlan@huggingface.co>
2025-06-02 12:58:01 +00:00
..
ar Fixed broken links (#37466) 2025-04-14 14:16:07 +01:00
de Transformers cli clean command (#37657) 2025-04-30 12:15:43 +01:00
en Add ColQwen2 to 🤗 transformers (#35778) 2025-06-02 12:58:01 +00:00
es Transformers cli clean command (#37657) 2025-04-30 12:15:43 +01:00
fr [agents] remove agents 🧹 (#37368) 2025-04-11 18:42:37 +01:00
hi [i18n-HI] Translated TFLite page to Hindi (#34572) 2024-11-04 09:40:30 -08:00
it Fix typos (#37978) 2025-05-06 14:45:20 +01:00
ja Expose AutoModelForTimeSeriesPrediction for import (#38307) 2025-05-23 13:09:29 +00:00
ko [generate] move SinkCache to a custom_generate repo (#38399) 2025-06-02 12:13:30 +02:00
ms [agents] remove agents 🧹 (#37368) 2025-04-11 18:42:37 +01:00
pt Transformers cli clean command (#37657) 2025-04-30 12:15:43 +01:00
te Fix typos in translated quicktour docs (#35302) 2024-12-17 09:32:00 -08:00
tr Translate index.md to Turkish (#27093) 2023-11-08 08:35:20 -05:00
zh Translating model_doc/bert.md to Chinese (#37806) 2025-05-19 10:14:57 -07:00
_config.py [#29174] ImportError Fix: Trainer with PyTorch requires accelerate>=0.20.1 Fix (#29888) 2024-04-08 14:21:16 +01:00