transformers/tests
Pavel Iakubovskii 5fcf6286bf
Add TimmWrapper (#34564)
* Add files

* Init

* Add TimmWrapperModel

* Fix up

* Some fixes

* Fix up

* Remove old file

* Sort out import orders

* Fix some model loading

* Compatible with pipeline and trainer

* Fix up

* Delete test_timm_model_1/config.json

* Remove accidentally commited files

* Delete src/transformers/models/modeling_timm_wrapper.py

* Remove empty imports; fix transformations applied

* Tidy up

* Add image classifcation model to special cases

* Create pretrained model; enable device_map='auto'

* Enable most tests; fix init order

* Sort imports

* [run-slow] timm_wrapper

* Pass num_classes into timm.create_model

* Remove train transforms from image processor

* Update timm creation with pretrained=False

* Fix gamma/beta issue for timm models

* Fixing gamma and beta renaming for timm models

* Simplify config and model creation

* Remove attn_implementation diff

* Fixup

* Docstrings

* Fix warning msg text according to test case

* Fix device_map auto

* Set dtype and device for pixel_values in forward

* Enable output hidden states

* Enable tests for hidden_states and model parallel

* Remove default scriptable arg

* Refactor inner model

* Update timm version

* Fix _find_mismatched_keys function

* Change inheritance for Classification model (fix weights loading with device_map)

* Minor bugfix

* Disable save pretrained for image processor

* Rename hook method for loaded keys correction

* Rename state dict keys on save, remove `timm_model` prefix, make checkpoint compatible with `timm`

* Managing num_labels <-> num_classes attributes

* Enable loading checkpoints in Trainer to resume training

* Update error message for output_hidden_states

* Add output hidden states test

* Decouple base and classification models

* Add more test cases

* Add save-load-to-timm test

* Fix test name

* Fixup

* Add do_pooling

* Add test for do_pooling

* Fix doc

* Add tests for TimmWrapperModel

* Add validation for `num_classes=0` in timm config + test for DINO checkpoint

* Adjust atol for test

* Fix docs

* dev-ci

* dev-ci

* Add tests for image processor

* Update docs

* Update init to new format

* Update docs in configuration

* Fix some docs in image processor

* Improve docs for modeling

* fix for is_timm_checkpoint

* Update code examples

* Fix header

* Fix typehint

* Increase tolerance a bit

* Fix Path

* Fixing model parallel tests

* Disable "parallel" tests

* Add comment for metadata

* Refactor AutoImageProcessor for timm wrapper loading

* Remove custom test_model_outputs_equivalence

* Add require_timm decorator

* Fix comment

* Make image processor work with older timm versions and tensor input

* Save config instead of whole model in image processor tests

* Add docstring for `image_processor_filename`

* Sanitize kwargs for timm image processor

* Fix doc style

* Update check for tensor input

* Update normalize

* Remove _load_timm_model function

---------

Co-authored-by: Amy Roberts <22614925+amyeroberts@users.noreply.github.com>
2024-12-11 12:40:30 +00:00
..
agents Add token cost + runtime monitoring to Agent and HfEngine children (#34548) 2024-12-03 13:14:52 +01:00
benchmark [Test refactor 1/5] Per-folder tests reorganization (#15725) 2022-02-23 15:46:28 -05:00
bettertransformer Fixed malapropism error (#26660) 2023-10-09 11:04:57 +02:00
deepspeed Trainer - deprecate tokenizer for processing_class (#32385) 2024-10-02 14:08:46 +01:00
extended [tests] skip tests for xpu (#33553) 2024-09-19 19:28:04 +01:00
fixtures Implementation of SuperPoint and AutoModelForKeypointDetection (#28966) 2024-03-19 14:43:02 +00:00
fsdp FSDP grad accum fix (#34645) 2024-11-15 22:28:06 +01:00
generation Add Aria (#34157) 2024-12-06 12:17:34 +01:00
models Add TimmWrapper (#34564) 2024-12-11 12:40:30 +00:00
optimization fix: Fixed the 1st argument name in classmethods (#31907) 2024-07-11 12:11:50 +01:00
peft_integration [PEFT] Better Trainer error when prompt learning with loading best model at the end (#35087) 2024-12-11 12:44:39 +01:00
pipelines allow unused input parameters passthrough when chunking in asr pipelines (#33889) 2024-11-25 11:36:44 +01:00
quantization [CI] Fix bnb quantization tests with accelerate>=1.2.0 (#35172) 2024-12-09 13:55:16 -05:00
repo_utils Refactor CI: more explicit (#30674) 2024-08-30 18:17:25 +02:00
sagemaker Trainer - deprecate tokenizer for processing_class (#32385) 2024-10-02 14:08:46 +01:00
tokenization VLM: special multimodal Tokenizer (#34461) 2024-11-04 16:37:51 +01:00
tp Simplify Tensor Parallel implementation with PyTorch TP (#34184) 2024-11-18 19:51:49 +01:00
trainer Fix GA loss bugs and add unit test (#35121) 2024-12-09 09:57:41 +01:00
utils Fix flaky Hub CI (test_trainer.py) (#35062) 2024-12-05 17:02:27 +01:00
__init__.py GPU text generation: mMoved the encoded_prompt to correct device 2020-01-06 15:11:12 +01:00
test_backbone_common.py Align backbone stage selection with out_indices & out_features (#27606) 2023-12-20 18:33:17 +00:00
test_configuration_common.py Load sub-configs from composite configs (#34410) 2024-11-05 11:34:01 +01:00
test_feature_extraction_common.py Split common test from core tests (#24284) 2023-06-15 07:30:24 -04:00
test_image_processing_common.py Add DetrImageProcessorFast (#34063) 2024-10-21 09:05:05 -04:00
test_image_transforms.py fix: center_crop occasionally outputs off-by-one dimension matrix (#30934) 2024-05-21 13:56:52 +01:00
test_modeling_common.py Add TimmWrapper (#34564) 2024-12-11 12:40:30 +00:00
test_modeling_flax_common.py add sdpa to ViT [follow up of #29325] (#30555) 2024-05-16 10:56:11 +01:00
test_modeling_tf_common.py [TF] Fix Tensorflow XLA Generation on limited seq_len models (#33903) 2024-10-05 16:20:50 +02:00
test_pipeline_mixin.py Add image text to text pipeline (#34170) 2024-10-31 15:48:11 -04:00
test_processing_common.py Separate chat templates into a single file (#33957) 2024-11-26 14:18:04 +00:00
test_sequence_feature_extraction_common.py Fix typo (#25966) 2023-09-05 10:12:25 +02:00
test_tokenization_common.py Separate chat templates into a single file (#33957) 2024-11-26 14:18:04 +00:00