transformers/tests/models/idefics
Leo Tronchon 869733ab62
IDEFICS: allow interpolation of vision's pos embeddings (#26029)
* add pos embed interpolation for vision encoder

* style

* update config with interpolate_pos_encoding arg

* fix imports formatting

* take off copied from on vision embeddings

* add test for image embeddings interpolation

* add credit for interpolation code

* Update src/transformers/models/idefics/configuration_idefics.py

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

* Update src/transformers/models/idefics/vision.py

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

* fix condition to check nbr image patches match shape of pos embeddings

* use kwargs in the forward methods for interpolation

* fix tests

* have interpolate_pos_encoding default to False instead of None

* Update tests/models/idefics/test_modeling_idefics.py

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

* Update tests/models/idefics/test_modeling_idefics.py

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

* Update tests/models/idefics/test_modeling_idefics.py

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

* Update src/transformers/models/idefics/configuration_idefics.py

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

* take off for loop meant to print k,v

* add interpolate_pos_encoding arg in prepare_inputs_for_generation

* add test for interpolated generation

* fix edge case num_patches == num_positions and height == width

* add test for edge case

* fix pos_embed in interpolate

* allow interpolation in bf16 with upcasting

* Update src/transformers/models/idefics/vision.py

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

* Update src/transformers/models/idefics/vision.py

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

* add multiple images tests for interpolation and generation

---------

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
2023-09-14 19:27:40 -04:00
..
__init__.py new model: IDEFICS via HuggingFaceM4 (#24796) 2023-08-18 14:12:28 -07:00
test_image_processing_idefics.py new model: IDEFICS via HuggingFaceM4 (#24796) 2023-08-18 14:12:28 -07:00
test_modeling_idefics.py IDEFICS: allow interpolation of vision's pos embeddings (#26029) 2023-09-14 19:27:40 -04:00
test_processor_idefics.py new model: IDEFICS via HuggingFaceM4 (#24796) 2023-08-18 14:12:28 -07:00