Commit Graph

19 Commits

Author SHA1 Message Date
Raushan Turganbay
f8b88866f5
[VLMs] support passing embeds along with pixels (#38467)
* VLMs can work with embeds now

* update more models

* fix tests

* fix copies

* fixup

* fix

* style

* unskip tests

* fix copies

* fix tests

* style

* omni modality models

* qwen models had extra indentation

* fix some other tests

* fix copies

* fix test last time

* unrelated changes revert

* we can't rely only on embeds

* delete file

* de-flake mistral3

* fix qwen models

* fix style

* fix tests

* fix copies

* deflake the test

* modular reverted by fixes, fix again

* flaky test, overwritten

* fix copies

* style
2025-07-01 11:33:20 +00:00
Cyril Vallez
4b8ec667e9
Remove all traces of low_cpu_mem_usage (#38792)
* remove it from all py files

* remove it from the doc

* remove it from examples

* style

* remove traces of _fast_init

* Update test_peft_integration.py

* CIs
2025-06-12 16:39:33 +02:00
Raushan Turganbay
d23aae2b8c
[VLMs] support attention backends (#37576)
* update models

* why rename

* return attn weights when sdpa

* fixes

* fix attn implementation composite

* fix moshi

* add message

* add typings

* use explicitly all flags for each attn type

* fix some tests

* import what is needed

* kosmos on main has ew attention already, yay

* new models in main, run fixup

* won't fix kosmos yet

* fix-copies

* clean up after rebasing

* fix tests

* style

* dont cast attns to fp32

* did we update ruff? oke, let's just do what it asks

* fix pixtral after rebase
2025-05-08 18:18:54 +02:00
Raushan Turganbay
17742bd9c8
🔴 [VLM] Add base model without head (#37033)
* i guessreverted all CdGen classes

* style

* llava onevision

* fix copies

* fix some tests

* some more tests

* dump

* skip these

* nevermind, i am dumb

* revert fix not needed

* fixup

* fixup

* another fixup

* more fixup to make ci finally happy

* fixup after rebasing

* fix qwen tests

* add internVL + typos here and there

* image token index -> id

* style

* fix init weights

* revert blip-2 not supported

* address comments

* fix copies

* revert blip2 test file as well

* as discussed internally, revert back CdGen models

* fix some tests

* fix more tests for compile

* CI red

* fix copies

* enumerate explicitly allowed models

* address comments

* fix tests

* fixup

* style again

* add tests for new model class

* another fixup ( x _ x )

* [fixup] unused attributes can be removed post-deprecation
2025-05-07 17:47:51 +02:00
cyyever
1e6b546ea6
Use Python 3.9 syntax in tests (#37343)
Signed-off-by: cyy <cyyever@outlook.com>
2025-04-08 14:12:08 +02:00
Cyril Vallez
f304318f5f
Remove low_cpu_mem_usage and _fast_init (#36963)
* Remove low_cpu_mem_usage and _fast_init

* Update deepspeed.py

* Update modeling_utils.py

* remove the first 2 tests everywhere

* Update test_modeling_common.py

* remove what was remaining about fast_init

* fix logic and simplify

* mismatched keys logic update

* Update modeling_utils.py

* Update modeling_utils.py

* Update modeling_utils.py

* Update modeling_utils.py

* fix 2 models init_weights

* extend to others

* remove grad

* Update modeling_fsmt.py

* init weights in tests

* style

* Update test_modeling_fsmt.py

* more old models

* fix more init_weights

* copies

* fix

* style

* Update modeling_lxmert.py

* fix inits

* more and more

* more

* should finalize

* style

* Update modeling_dinov2_with_registers.py

* fix

* Update modeling_encoder_decoder.py

* fix

* style

* Update modeling_lxmert.py

* post rebase cleanup

* Update modeling_informer.py

* back to start for device

* fix

* add test to detect all failing cases correctly

* Update test_modeling_common.py

* fix

* fix

* sam

* style

* Update modeling_maskformer_swin.py

* CIs

* CIs

* remove test - will add it on separate PR

* fix

* fix

* Update modeling_sam.py

* CIs

* CIs

* CIs

* convnext

* suggestions

* CIs

* fix copies after merge

---------

Co-authored-by: Yih-Dar <2521628+ydshieh@users.noreply.github.com>
2025-03-31 17:18:43 +02:00
co63oc
996f512d52
Fix typos in tests (#36547)
Signed-off-by: co63oc <co63oc@users.noreply.github.com>
2025-03-05 15:04:06 -08:00
Raushan Turganbay
0c78ef6cd3
🔴 VLM: compile compatibility (#35724)
* llavas

* add mroe models

* fix `compile_forward` test for all models

* fix copies

* make style

* also doesn't support cache class

* fix some tests

* not copied from

* ci green?

* fix tests

* fix copies

* fix tests

* check with `numel` and remove `item`

* fix copies

* fix copies

* Update src/transformers/models/cohere2/modeling_cohere2.py

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

* opt remove cross attn

* gemma2

* fixup

* fixup

* fix newly added test

* maybe fixed?

* green please?

---------

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
2025-02-14 15:23:49 +01:00
Joao Gante
62c7ea0201
CI: avoid human error, automatically infer generative models (#33212)
* tmp commit

* move tests to the right class

* remove ALL all_generative_model_classes = ...

* skip tf roberta

* skip InstructBlipForConditionalGenerationDecoderOnlyTest

* videollava

* reduce diff

* reduce diff

* remove  on vlms

* fix a few more

* manual rebase bits

* more manual rebase

* remove all manual generative model class test entries

* fix up to ernie

* a few more removals

* handle remaining cases

* recurrent gemma

* it's better here

* make fixup

* tf idefics is broken

* tf bert + generate is broken

* don't touch tf :()

* don't touch tf :(

* make fixup

* better comments for test skips

* revert tf changes

* remove empty line removal

* one more

* missing one
2025-02-13 16:27:11 +01:00
Joao Gante
be2ac0916a
[generate] shape checks in tests compatible with fixed-length caches (+ some minor fixes) (#35993)
* shape checks compatible with static cache

* add test

* tmp

* manually turn on eager attn when we want to output attn

* typo

* generalize to encoder-decoder models

* force compilation on cpu

* tmp commit

* fix static cache shape checks

* models with odd caches

* fix copies

* shorter cache search loop

* use decoder_past_key_values everywhere

* better test variable names and comments

* signature

* rename _check_outputs into _check_generate_outputs

* add comments

* HybridCache future test note
2025-02-10 17:50:54 +00:00
Yoni Gozlan
d7188ba600
Add support for nested images to LLava and VipLLava (#35558)
* move make_flat_list_of_images and make_batched_videos to image_utils

* remove unnecessary is_vision_available

* move make_nested_list_of_images to image_utils

* fix fast pixtral image processor

* fix import mllama

* fix make_nested_list_of_images

* add tests

* convert 4d arrays/tensors to list

* add test_make_batched_videos

* add support nested batch of videos

* fix image processing qwen2vl
2025-01-30 16:49:20 -05:00
Arthur
b912f5ee43
use torch.testing.assertclose instead to get more details about error in cis (#35659)
* use torch.testing.assertclose instead to get more details about error in cis

* fix

* style

* test_all

* revert for I bert

* fixes and updates

* more image processing fixes

* more image processors

* fix mamba and co

* style

* less strick

* ok I won't be strict

* skip and be done

* up
2025-01-24 16:55:28 +01:00
Raushan Turganbay
09d5f76274
Clean-up composite configs (#34603)
* remove manual assignment tie-word-embeddings

* remove another unused attribute

* fix tests

* fix tests

* remove unnecessary overwrites

* fix

* decoder=True

* clean pix2struct

* run-all

* forgot `_tied_weights_keys` when adding Emu3

* also Aria + fix-copies

* and clean aria
2025-01-15 10:04:07 +01:00
Raushan Turganbay
893ad04fad
Load sub-configs from composite configs (#34410)
* save/load sub-configs

* nit forgot these

* fix copies

* move test to common

* use dict for sub-configs

* add load-save-laod test

* clean up modeling check

* oops this are correct keys

* fix some tests, missed some composite configs

* this model was missed
2024-11-05 11:34:01 +01:00
Raushan Turganbay
4cc0813e28
BLIP: enable generation tests (#34174)
* blip2 tests

* instructblips

* copies

* fix slow tests

* fix

* uncomment this

* clean up after rebase

* should be model main input

* fix overwritten tests

* oops len should be multiple of frame number

* style

* fix some tests
2024-11-01 08:54:48 +01:00
Raushan Turganbay
6beb3f1691
Blip: get/set input embeddings correctly (#34152)
* set-get embeds

* add tests

* fix tests

* remove

* return dict True

* fix tests

* why did i remove this

* enabel torchscript tests
2024-11-01 08:39:39 +01:00
Raushan Turganbay
21d5025826
Attn implementation for composite models (#32238)
* first try

* codestyle

* idefics2 is happy

* [run-slow] llava, llava_next, video_llava, vipllava, llava_next_video, idefics, idefics2, kosmos2, fuyu, blip, blip_2, instructblip, instructblipvideo, paligemma

* fix-copies

* [run-slow] llava, llava_next, video_llava, vipllava, llava_next_video, idefics, idefics2, kosmos2, fuyu, blip, blip_2, instructblip, instructblipvideo

* blip-2 needs to init vision from config

* when was this removed O_o

* minor fix

* tests

* this way?

* tests

* model-agnostic code

* codestyle

* add tests for idefics

* modify general test for VLMs

* no generation test for vlm yet!

* no generation test here also

* wanr in VIT-SDPA if output attn

* add more tests

* user can pass dict as attn impl

* repo consistency

* update

* muicgen

* no prints

* forgot speech enc-dec and clip

* how many composite models we have?

* musicgen meelody is same as mudicgen

* +siglip

* fix tests + add some more

* remove idefics custom overriden code

* make idefics2 automappable

* nits

* skip tests

* doctests

* Update src/transformers/models/idefics2/configuration_idefics2.py

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

* Update tests/models/clip/test_modeling_clip.py

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

* Update tests/models/idefics2/test_modeling_idefics2.py

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

* Update tests/models/idefics2/test_modeling_idefics2.py

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

* Update src/transformers/configuration_utils.py

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

* major update, no need for automap

* clean up

* add FA2 test

* more tests

* style

* skip tests

* why did these started failing now?

* no attributes for FA2 needed

* one tiny test

* address comment about FA2 false warning

* style

* add new models and resolve conflicts

* fix copies

* let it be this way for now, come back tomorrow to review

* some more fixes

* update

* more updates

* update

* fix copies

* style and tests

* another big update

* fix tests

* fix tests

* update

* another update

* fix tests

* fix copies

* fix tests

---------

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2024-10-22 06:54:44 +02:00
Raushan Turganbay
a29eabd0eb
Expand inputs in processors for VLMs (#30962)
* let it be

* draft

* should not have changed

* add warnings

* fix & add tests

* fix tests

* ipnuts embeds cannot be passed with pixels

* more updates

* paligemma ready!

* minor typos

* update blip-2

* fix tests & raise error

* docstring

* add blip2 test

* tmp

* add image seq length to config

* update docstring

* delete

* fix tests

* fix blip

* fix paligemma

* out-of-place scatter

* add llava-next-video

* Update src/transformers/models/blip_2/modeling_blip_2.py

Co-authored-by: Pablo Montalvo <39954772+molbap@users.noreply.github.com>

* remove tmp

* codestyle

* nits

* more nits

* remove overriding in tests

* comprehension when merging video

* fix-copies

* revert changes for embeds test

* fix tests after making comprehension

* Update src/transformers/models/blip_2/processing_blip_2.py

Co-authored-by: Pablo Montalvo <39954772+molbap@users.noreply.github.com>

* Update src/transformers/models/blip_2/processing_blip_2.py

Co-authored-by: Pablo Montalvo <39954772+molbap@users.noreply.github.com>

* more updates

* fix tests

---------

Co-authored-by: Pablo Montalvo <39954772+molbap@users.noreply.github.com>
2024-08-13 10:14:39 +05:00
Raushan Turganbay
fc689d75a0
Add video modality for InstrucBLIP (#30182)
* squash in single commit

* add docs

* dummy obj

* more changes in diff converter

* tiny fix

* make docs happy

* skip test

* repo consistency tests

* update docstring

* style

* fix tests

* change diff imports

* [run-slow] instructblipvideo

* [run-slow] instructblipvideo

* fix tests and remove logit check

* [run-slow] instructblipvideo
2024-06-25 15:45:39 +05:00