transformers/docs/source
Pablo Montalvo 1360801a69
Add PaliGemma (#30814)
* add new model like

* add state dict slicing + new model config

* update palma config and weights, passes vision activations

* fix

* update

* reorder loading/unpacking

* clean up

* add debug statements

* change device

* fix

* debugging

* fix noncausal mask

* fixup sdpa + causal mask

* fix activation function

* remove debug before changing modeling file

* add variants

* debug attention mask in generate

* revert to non-debug sdpa

* revert gemma modifications

* add custom language modeling

* use Processor

* add language modeling file to init

* try thin wrapper around generate

* Update

* update mask

* breakpoints galore

* remove conflict

* switch to left-padding

* add incomplete model doc

* add paligemma global files

* batch rename paligemma

* make generation match outputs and captioning

* style

* style

* remove copied from + doc

* remove more copied from

* remove copy from projector

* minor fix

* update config and style

* add readme - dummy

* CORRECT image captioning

* moving to args

* add siglip proper + fix merging image + text features

* take update_causal_mask from upstream

* remove breakpoint

* leverage AutoModel

* fix input_ids slicing

* make siglip head conditional

* remove encoder_decoder value

* remove unneeded modeling file

* add commented 4d attention mask

* FIXED generation with 4D mask

* Update src/transformers/models/siglip/modeling_siglip.py

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

* fix left padding detection

* shuffle order of verifications

* fix missing labels for training

* fix

* vectorize merging of features, improve slicing

* improve testing before conversion

* handle merging in processor

* image token index depends on checkpoint

* add variants, save processor too

* save processors, base tokenizer off spm file

* expand model embeddings due to additional image token

* pass image processing args

* add convert rgb to siglip processor

* add \n token separately

* fix tokenizer and prompts

* fix docstrings

* change to camel

* fix casing

* debug pos_ids and sdpa

* pass and use cache_position

* add flag for newline tokenization

* Update src/transformers/models/paligemma/processing_paligemma.py

Co-authored-by: Merve Noyan <merveenoyan@gmail.com>

* simplify conversion script

* add copied from

* add precision to conversion script

* Update src/transformers/models/paligemma/modeling_paligemma.py

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>

* clean up

* Shift attention mask from `1:`

After discussion with @molbap

* add docs, fix quality

* quality, tied weights inheritance, and logits/label alignment

* fix more tests

* pass attn_implementation to language model correctly

* add SiglipVisionTransformer to no split modules

* skip paligemma test for sdpa dispatch to flash

* skip incompatible tests

* quality

* [broken archive maps]

* Apply suggestions

- remove archive lists
- style
- take shape of inputs_embeds for batch

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

* Update src/transformers/utils/dummy_pt_objects.py

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

* simplify conversion script

* add suggestions

* add suggestions

* add copied from

* fix

* move labels out

* revert

* fix

* remove placeholder labels if None

* use cache_position

* fix quality + docstrings

* fix quality

* fix paligemma 4d gemma mask incompatibility

* fix config docstring

* fix query and attn_mask dtype

---------

Co-authored-by: ArthurZucker <arthur.zucker@gmail.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
Co-authored-by: Merve Noyan <merveenoyan@gmail.com>
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
2024-05-14 22:07:15 +02:00
..
de Fix broken link to Transformers notebooks (#30512) 2024-04-29 10:57:51 +01:00
en Add PaliGemma (#30814) 2024-05-14 22:07:15 +02:00
es [docs] Update link in es/pipeline_webserver.md (#30745) 2024-05-10 09:29:26 -07:00
fr [#29174] ImportError Fix: Trainer with PyTorch requires accelerate>=0.20.1 Fix (#29888) 2024-04-08 14:21:16 +01:00
hi More fixes for doctest (#30265) 2024-04-16 11:58:55 +02:00
it Fix canonical model --model_type in examples (#30480) 2024-05-01 15:47:05 +01:00
ja Update CodeLlama references (#30218) 2024-05-09 22:57:52 +02:00
ko Reboot Agents (#30387) 2024-05-07 12:59:49 +02:00
ms Remove old TF port docs (#30426) 2024-04-23 16:06:20 +01:00
pt Fix canonical model --model_type in examples (#30480) 2024-05-01 15:47:05 +01:00
te [#29174] ImportError Fix: Trainer with PyTorch requires accelerate>=0.20.1 Fix (#29888) 2024-04-08 14:21:16 +01:00
tr Translate index.md to Turkish (#27093) 2023-11-08 08:35:20 -05:00
zh Reboot Agents (#30387) 2024-05-07 12:59:49 +02:00
_config.py [#29174] ImportError Fix: Trainer with PyTorch requires accelerate>=0.20.1 Fix (#29888) 2024-04-08 14:21:16 +01:00