Commit Graph

1288 Commits

Author SHA1 Message Date
Aymeric Roucher
c79bfc71b8
Create local Transformers Engine (#33218)
* Create local Transformers Engine
2024-08-30 18:22:27 +02:00
Gerben van V
5129671290
Add a static cache that offloads to the CPU or other device (#32161)
* Add a static cache that offloads to the CPU or other device

* Fix PR comments, add unit-tests
2024-08-29 11:51:09 +02:00
JB (Don)
f1a385b1de
[RoBERTa-based] Add support for sdpa (#30510)
* Adding SDPA support for RoBERTa-based models

* add not is_cross_attention

* fix copies

* fix test

* add minimal test for camembert and xlm_roberta as their test class does not inherit from ModelTesterMixin

* address some review comments

* use copied from

* style

* consistency

* fix lists

---------

Co-authored-by: fxmarty <9808326+fxmarty@users.noreply.github.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
2024-08-28 10:26:00 +02:00
Mayank Mishra
c35d2ccf5a
Granite language models (#31502)
* first commit

* drop tokenizer

* drop tokenizer

* drop tokenizer

* drop convert

* granite

* drop tokenization test

* mup

* fix

* reformat

* reformat

* reformat

* fix docs

* stop checking for checkpoint

* update support

* attention multiplier

* update model

* tiny drop

* saibo drop

* skip test

* fix test

* fix test

* drop

* drop useless imports

* update docs

* drop flash function

* copied from

* drop pretraining tp

* drop pretraining tp

* drop pretraining tp

* drop unused import

* drop code path

* change name

* softmax scale

* head dim

* drop legacy cache

* rename params

* cleanup

* fix copies

* comments

* add back legacy cache

* multipliers

* multipliers

* multipliers

* text fix

* fix copies

* merge

* multipliers

* attention multiplier

* drop unused imports

* fix

* fix

* fix

* move rope?

* Update src/transformers/models/granite/configuration_granite.py

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

* fix

* Update src/transformers/models/granite/modeling_granite.py

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

* fix

* fix

* fix

* fix

* fix-copies

* torch rmsnorm

* add authors

* change model path

* fix

* test

* drop static cache test

* uupdate readme

* drop non-causal

* readme

* drop useless imports

* Update docs/source/en/model_doc/granite.md

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

* Update docs/source/en/model_doc/granite.md

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

* Update docs/source/en/model_doc/granite.md

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

---------

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
2024-08-27 21:27:21 +02:00
Juan Pizarro
7591ca5bc5
🚨 Add Blip2ForImageTextRetrieval (#29261)
* add Blip2ForImageTextRetrieval

* use one line and remove unnecessary space in tests

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

* use  value from the config, rather than hardcoded

* change order of params in Blip2QFormerModel.forward

* update docstring

* fix style

* update test_inference_opt

* move embeddings out of Blip2QFormerModel

* remove from_vision_qformer_configs

* remove autocast float16 in Blip2QFormerModel

* rename fiels into vision_projection,text_projection,use_image_text_matching_head

* use CLIPOutput for  Blip2ImageTextMatchingModelOutput

* remove past_key_values_length from Blip2TextEmbeddings

* fix small typo in the CLIPOutput docstring

* add Blip2ForImageTextRetrieval to Zero Shot Image Classification mapping

* update docstring and add require_torch_fp16

* rollback test_inference_opt

* use use_image_text_matching_head=True in convert

* skip test_model_get_set_embeddings

* fix create_rename_keys error on new itm fields

* revert to do  scale after dot product between "query" and "key"

* fix ValueError on convert script for blip2-opt-2.7b

* update org of paths to Salesforce

* add is_pipeline_test_to_skip for VisualQuestionAnsweringPipelineTests

* [run_slow] blip_2

* removed Blip2ForImageTextRetrieval from IGNORE_NON_AUTO_CONFIGURED

* fix docstring of Blip2ImageTextMatchingModelOutput

* [run_slow] blip_2

* fix multi-gpu tests

* [run_slow] blip_2

* [run_slow] blip_2

---------

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2024-08-27 18:50:27 +01:00
Ali Salamatian
27903de7ec
Very small change to one of the function parameters (#32548)
Very small change to one of the parameters

np.random.randint second parameter is not included in the possible options. Therefore, we want the upper range to be 2, so that we have some 1 labels in our classification as well.
2024-08-27 09:29:05 -07:00
Vaibhav Srivastav
6f0ecf1049
[docs] add quick usage snippet to Whisper. (#31289)
* [docs] add quick usage snippet to Whisper.

* Apply suggestions from review.

* 💉 Fix the device for pipeline.
2024-08-27 14:11:52 +02:00
Pablo Montalvo
26f043bd4d
quickfix documentation (#32566)
* fix documentation

* update config
2024-08-26 17:49:44 +02:00
Ritik Nandwal
a378a54a57
Add changes for uroman package to handle non-Roman characters (#32404)
* Add changes for uroman package to handle non-Roman characters

* Update docs for uroman changes

* Modifying error message to warning, for backward compatibility

* Update instruction for user to install uroman

* Update docs for uroman python version dependency and backward compatibility

* Update warning message for python version compatibility with uroman

* Refine docs
2024-08-26 17:07:01 +02:00
Shijie
19e6e80e10
support qwen2-vl (#32318)
* support-qwen2-vl

* tidy

* tidy

* tidy

* tidy

* tidy

* tidy

* tidy

* hyphen->underscore

* make style

* add-flash2-tipd

* delete-tokenize=False

* remove-image_processor-in-init-file

* add-qwen2_vl-in-MODEL_FOR_VISION_2_SEQ_MAPPING_NAMES

* format-doct

* support-Qwen2VLVisionConfig

* remove-standardize_cache_format

* fix-letter-varaibles

* remove-torch-in-image-processor

* remove-useless-docstring

* fix-one-letter-varaible-name

* change-block-name

* default-quick-gelu-in-vision

* remove-useless-doc

* use-preimplemented-flash-forward

* fix-doc

* fix-image-processing-doc

* fix-apply-rotary-embed

* fix-flash-attn-sliding-window

* refactor

* remove-default_template

* remove-reorder_cache

* simple-get-rope_deltas

* update-prepare_inputs_for_generation

* update-attention-mask

* update-rotary_seq_len

* remove-state

* kv_seq_length

* remove-warning

* _supports_static_cache

* remove-legacy-cache

* refactor

* fix-replace

* mrope-section-doc

* code-quality

* code-quality

* polish-doc

* fix-image-processing-test

* update readme

* Update qwen2_vl.md

* fix-test

* Update qwen2_vl.md

* nit

* processor-kwargs

* hard-code-norm_layer

* code-quality

* discard-pixel-values-in-gen

* fix-inconsistent-error-msg

* unify-image-video

* hidden_act

* add-docstring

* vision-encode-as-PreTrainedModel

* pixel-to-target-dtype

* update doc and low memoryvit

* format

* format

* channel-foramt

* fix vit_flashatt

* format

* inherit-Qwen2VLPreTrainedModel

* simplify

* format-test

* remove-one-line-func-in-image-processing

* avoid-one-line-reshape

* simplify-rotary_seq_len

* avoid-single-letter-variable

* no-for-loop-sdpa

* avoid-single-letter-variable

* remove-one-line-reshape

* remove-one-line-reshape

* remove-no-rope-in-vit-logic

* default-mrope

* add-copied-from

* more-docs-for-mrope

* polish-doc

* comment-and-link

* polish-doc

* single-letter-variables

* simplify-image-processing

* video->images

* kv_seq_len-update

* vision-rope-on-the-fly

* vision-eager-attention

* change-processor-order

---------

Co-authored-by: baishuai <baishuai.bs@alibaba-inc.com>
Co-authored-by: ShuaiBai623 <43326198+ShuaiBai623@users.noreply.github.com>
2024-08-26 15:16:44 +02:00
S M Jishanul Islam
8defc95df3
Updated the custom_models.md changed cross_entropy code (#33118) 2024-08-26 13:15:43 +02:00
Matt
0a7af19f4d
Update Jinja docs with new functions and general cleanup (#33097) 2024-08-23 17:40:06 +01:00
Jason (Siyu) Zhu
adb91179b9
Integrate Liger (Linkedin GPU Efficient Runtime) Kernel to Trainer (#32860)
* add liger integration

* fix syntax

* fix import issue

* add trainer.md

* Use _apply_liger_kernel()

* Fixed log message

* Update docs/source/en/trainer.md

Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>

* Update docs/source/en/trainer.md

Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>

* Update src/transformers/training_args.py

Co-authored-by: Byron Hsu <byronhsu1230@gmail.com>

* Update src/transformers/trainer.py

Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>

* Update src/transformers/training_args.py

Co-authored-by: Byron Hsu <byronhsu1230@gmail.com>

* Update docs/source/en/trainer.md

Co-authored-by: Byron Hsu <byronhsu1230@gmail.com>

* Fixed checkstyle and updated readme

* Added test

* Fixed checkstyle

* fix docstring

* rename use_liger to use_liger_kernel

* Trigger Build

* Added test

* add fix-copies

* Fixed copy inconsistencies

---------

Co-authored-by: shimizust <sshimizu@linkedin.com>
Co-authored-by: Steven Shimizu <shimizust@gmail.com>
Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>
Co-authored-by: Byron Hsu <byronhsu1230@gmail.com>
2024-08-23 13:20:49 +02:00
Joao Gante
970a16ec7f
Forbid PretrainedConfig from saving generate parameters; Update deprecations in generate-related code 🧹 (#32659)
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2024-08-23 11:12:53 +01:00
Shubham Ugare
9282413611
Add SynCode to llm_tutorial (#32884) 2024-08-22 15:30:22 +02:00
Matt
85345bb439
Add tip to clarify tool calling (#32883) 2024-08-19 18:37:35 +01:00
Sai-Suraj-27
37204848f1
Docs: Fixed whisper-large-v2 model link in docs (#32871)
Fixed whisper-large-v2 model link in docs.
2024-08-19 09:50:35 -07:00
Kamil Akesbi
8260cb311e
Add Descript-Audio-Codec model (#31494)
* dac model

* original dac works

* add dac model

* dac can be instatiated

* add forward pass

* load weights

* all weights are used

* convert checkpoint script ready

* test

* add feature extractor

* up

* make style

* apply cookicutter

* fix tests

* iterate on FeatureExtractor

* nit

* update dac doc

* replace nn.Sequential with nn.ModuleList

* nit

* apply review suggestions 1/2

* Update src/transformers/models/dac/modeling_dac.py

Co-authored-by: Sanchit Gandhi <93869735+sanchit-gandhi@users.noreply.github.com>

* up

* apply review suggestions 2/2

* update padding in FeatureExtractor

* apply review suggestions

* iterate on design and tests

* add integration tests

* feature extractor tests

* make style

* all tests pass

* make style

* fixup

* apply review suggestions

* fix-copies

* apply review suggestions

* apply review suggestions

* Update docs/source/en/model_doc/dac.md

Co-authored-by: Yoach Lacombe <52246514+ylacombe@users.noreply.github.com>

* Update docs/source/en/model_doc/dac.md

Co-authored-by: Yoach Lacombe <52246514+ylacombe@users.noreply.github.com>

* anticipate transfer weights to descript

* up

* make style

* apply review suggestions

* update slow test values

* update slow tests

* update test values

* update with CI values

* update with vorace values

* update test with slice

* make style

---------

Co-authored-by: Sanchit Gandhi <93869735+sanchit-gandhi@users.noreply.github.com>
Co-authored-by: Yoach Lacombe <52246514+ylacombe@users.noreply.github.com>
2024-08-19 10:21:51 +01:00
MAHIR DAIYAN
843e5e20ca
Add Flax Dinov2 (#31960)
* tfmsenv restored in main

* installed flax

* forward pass done and all tests passed

* make fix-copies and cleaning the scripts

* fixup attempt 1

* fixup attempt 2

* fixup third attempt

* fixup attempt 4

* fixup attempt 5

* dinov2 doc fixed

* FlaxDinov2Model + ForImageClassification added to OBJECTS_TO_IGNORE

* external pos_encoding layer removed

* fixup attempt 6

* fixed integration test values

* fixup attempt 7

* Update src/transformers/models/dinov2/modeling_flax_dinov2.py

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

* Update src/transformers/models/dinov2/modeling_flax_dinov2.py

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

* Update src/transformers/models/dinov2/modeling_flax_dinov2.py

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

* Update src/transformers/models/dinov2/modeling_flax_dinov2.py

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

* Update src/transformers/models/dinov2/modeling_flax_dinov2.py

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

* Update src/transformers/models/dinov2/modeling_flax_dinov2.py

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

* Update src/transformers/models/dinov2/modeling_flax_dinov2.py

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

* Update src/transformers/models/dinov2/modeling_flax_dinov2.py

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

* Update src/transformers/models/dinov2/modeling_flax_dinov2.py

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

* Update src/transformers/models/dinov2/modeling_flax_dinov2.py

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

* Update src/transformers/models/dinov2/modeling_flax_dinov2.py

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

* Update src/transformers/models/dinov2/modeling_flax_dinov2.py

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

* Update src/transformers/models/dinov2/modeling_flax_dinov2.py

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

* Update src/transformers/models/dinov2/modeling_flax_dinov2.py

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

* Update src/transformers/models/dinov2/modeling_flax_dinov2.py

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

* Update src/transformers/models/dinov2/modeling_flax_dinov2.py

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

* comments removed

* comment removed from the test

* fixup

* Update src/transformers/models/dinov2/modeling_flax_dinov2.py

Co-authored-by: Sanchit Gandhi <93869735+sanchit-gandhi@users.noreply.github.com>

* new fixes 1

* interpolate_pos_encoding function removed

* droppath rng fixed, pretrained beit copied-from still not working

* modeling_flax_dinov2.py reformatted

* Update tests/models/dinov2/test_modeling_flax_dinov2.py

Co-authored-by: Sanchit Gandhi <93869735+sanchit-gandhi@users.noreply.github.com>

* added Copied from, to the tests

* copied from statements removed from tests

* fixed copied from statements in the tests

* [run_slow] dinov2

---------

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
Co-authored-by: Sanchit Gandhi <93869735+sanchit-gandhi@users.noreply.github.com>
2024-08-19 09:28:13 +01:00
Yangshen⚡Deng
a27182b7fc
Fix AutoConfig and AutoModel support for Llava-Next-Video (#32844)
* Fix: fix all model_type of Llava-Next-Video to llava_next_video

* Fix doc for llava_next_video

* * Fix formatting issues
* Change llava-next-video.md file name into llava_next_video.md to make it compatible with implementation

* Fix docs TOC for llava-next-video
2024-08-16 12:41:05 +01:00
Joao Gante
cf32ee1753
Cache: use batch_size instead of max_batch_size (#32657)
* more precise name

* better docstrings

* Update src/transformers/cache_utils.py

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

---------

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
2024-08-16 11:48:45 +01:00
Joao Gante
70d5df6107
Generate: unify LogitsWarper and LogitsProcessor (#32626) 2024-08-16 11:20:41 +01:00
Dina Suehiro Jones
6577c77d93
Update the distributed CPU training on Kubernetes documentation (#32669)
* Update the Kubernetes CPU training example

* Add namespace arg

Signed-off-by: Dina Suehiro Jones <dina.s.jones@intel.com>

---------

Signed-off-by: Dina Suehiro Jones <dina.s.jones@intel.com>
2024-08-14 09:36:43 -07:00
Jerry Zhang
78d78cdf8a
Add TorchAOHfQuantizer (#32306)
* Add TorchAOHfQuantizer

Summary:
Enable loading torchao quantized model in huggingface.

Test Plan:
local test

Reviewers:

Subscribers:

Tasks:

Tags:

* Fix a few issues

* style

* Added tests and addressed some comments about dtype conversion

* fix torch_dtype warning message

* fix tests

* style

* TorchAOConfig -> TorchAoConfig

* enable offload + fix memory with multi-gpu

* update torchao version requirement to 0.4.0

* better comments

* add torch.compile to torchao README, add perf number link

---------

Co-authored-by: Marc Sun <marc@huggingface.co>
2024-08-14 16:14:24 +02:00
Eric Hartford
481e15604a
Add support for GrokAdamW optimizer (#32521)
* add grokadamw

* reformat

* code review feedback, unit test

* reformat

* reformat
2024-08-13 13:20:28 +01:00
Quentin Gallouédec
f1c8542ff7
"to be not" -> "not to be" (#32636)
* "to be not" -> "not to be"

* Update sam.md

* Update trainer.py

* Update modeling_utils.py

* Update test_modeling_utils.py

* Update test_modeling_utils.py
2024-08-12 20:20:17 +01:00
Matt
b7ea171403
Cleanup tool calling documentation and rename doc (#32337)
* Rename "Templates for Chat Models" doc to "Chat Templates"

* Small formatting fix

* Small formatting fix

* Small formatting fix

* Cleanup tool calling docs as well

* Remove unneeded 'revision'

* Move tip to below main code example

* Little bonus section on template editing
2024-08-12 16:20:14 +01:00
Younes Belkada
7c11491208
Add new model (#32615)
* v1 - working version

* fix

* fix

* fix

* fix

* rename to correct name

* fix title

* fixup

* rename files

* fix

* add copied from on tests

* rename to `FalconMamba` everywhere and fix bugs

* fix quantization + accelerate

* fix copies

* add `torch.compile` support

* fix tests

* fix tests and add slow tests

* copies on config

* merge the latest changes

* fix tests

* add few lines about instruct

* Apply suggestions from code review

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

* fix

* fix tests

---------

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
2024-08-12 08:22:47 +02:00
Steven Liu
85817d98fb
[docs] Translation guide (#32547)
clarify
2024-08-08 13:43:14 -07:00
Yunfei Chu
16ed0640be
Add Qwen2-Audio (#32137)
* add qwen2audio

* Update check_repo.py

* fix style

* fix test

* fix style

* add model size

* Qwen2AudioEncoderModel->Qwen2AudioEncoder; add copy info

* Update src/transformers/models/qwen2_audio/modeling_qwen2_audio.py

Co-authored-by: Yoach Lacombe <52246514+ylacombe@users.noreply.github.com>

* Update src/transformers/models/qwen2_audio/modeling_qwen2_audio.py

Co-authored-by: Yoach Lacombe <52246514+ylacombe@users.noreply.github.com>

* Update src/transformers/models/qwen2_audio/modeling_qwen2_audio.py

Co-authored-by: Yoach Lacombe <52246514+ylacombe@users.noreply.github.com>

* switch the attention_mask and the feature_attention_mask

* add to PRIVATE_MODELS in check_repo.py; add to MODEL_NAMES_TO_IGNORE in check_table.py

* fix initialization

* update chat_template

* fix consistency issue after copy

* add docstrings to _merge_input_ids_with_audio_features

* add copied from to prepare_inputs_for_generation

* add more details to docs

* rm comment

* add init_std

* Update src/transformers/models/qwen2_audio/modeling_qwen2_audio.py

Co-authored-by: Yoach Lacombe <52246514+ylacombe@users.noreply.github.com>

* Update src/transformers/models/qwen2_audio/modeling_qwen2_audio.py

Co-authored-by: Yoach Lacombe <52246514+ylacombe@users.noreply.github.com>

* Update src/transformers/models/qwen2_audio/modeling_qwen2_audio.py

Co-authored-by: Yoach Lacombe <52246514+ylacombe@users.noreply.github.com>

* Update src/transformers/models/qwen2_audio/modeling_qwen2_audio.py

Co-authored-by: Yoach Lacombe <52246514+ylacombe@users.noreply.github.com>

* update

* Update docs/source/en/model_doc/qwen2_audio.md

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

* update tests

* rm ignore_index

* update processor

* rm ffmpeg_read

* Update tests/models/qwen2_audio/test_modeling_qwen2_audio.py

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

* Update docs/source/en/model_doc/qwen2_audio.md

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

* Update docs/source/en/model_doc/qwen2_audio.md

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

* Update docs/source/en/model_doc/qwen2_audio.md

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

* update

* typo

* [run_slow] qwen2_audio

* [run_slow] qwen2_audio

* [run_slow] qwen2_audio

* fix quality

* [run_slow] qwen2_audio

* [run_slow] qwen2_audio

* [run_slow] qwen2_audio

* add official model

---------

Co-authored-by: Yoach Lacombe <52246514+ylacombe@users.noreply.github.com>
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2024-08-08 15:47:24 +02:00
Wonseok Lee (Jack)
e28784f821
Change Phi3 _supports_sdpa to True (#32457)
* Change `_supports_sdpa` to True

* add phi3 to sdpa support list
2024-08-08 13:28:20 +02:00
Sai-Suraj-27
543df48914
Docs: Fixed WhisperModel.forward’s docstring link (#32498)
Fixed WhisperModel.forward’s docstring link.
2024-08-07 11:01:33 -07:00
Joao Gante
b7fb393f68
Docs: alert for the possibility of manipulating logits (#32467)
* logits

* words
2024-08-07 16:34:46 +01:00
Aymeric Roucher
e0d82534cc
Agents use grammar (#31735)
* Allow optional use of grammars to constrain generation
2024-08-07 11:42:52 +02:00
Raushan Turganbay
7ad784ae9d
Gemma2: add cache warning (#32279)
* gemma2 fallback to dynamic cache

* Update src/transformers/models/gemma2/modeling_gemma2.py

Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>

* Update src/transformers/models/gemma2/modeling_gemma2.py

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

* raise error and dont fallback to dynamic cache

* prev will break most forward calls/tests

* Update src/transformers/models/gemma2/modeling_gemma2.py

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

* update

* fix copies

---------

Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
2024-08-07 10:03:05 +05:00
Chris Toukmaji
50c3ba889a
Documentation: BOS token_id deprecation change for NLLB (#32443)
Update nllb.md
2024-08-06 09:22:08 -07:00
Pablo Montalvo
80b90e7b2f
Add codestral mamba2 (#32080)
* add new model like

* draft cuda forward - mismatched keys (sharding on conv1)

* match keys successfully

* fix split

* get generation/forward running (wrong gens, norm?)

* :update

* some refactoring

* fixes

* works up until copy to cache

* fix

* update

* NON WORKING VERSION

* version that work?

* nit

* fix config

* fix conversion script

* working cuda forward

* nit

* update

* simplifcation

* make mamba slow simple work

* no einops

* todo

* fix style

* no einops

* update fix no einsum

* nit

* remove einops

* bug: scan_output differs strongly

* add rms norm option

* fix fast + slow generation with and w/o cache ✔️

* draft integration tests

* remove a big chunk of the einsum

* fix slow, fast generations, without any einsum

* fix copies

* fix structure

* fix up modeling and tests

* fix tests

* clamping is indeed worse

* recover mamba2 cache test

* fix copies

* no cache position (yet)

* fix tf tests

* fix matmul for generate

* fixup

* skip cache tests for now

* [run-slow]mamba2

* tune out hidden states for padding

* test batched generation

* propagate attention mask changes

* fix past length

* fix integration test

* style

* address comments

* update readme

* add mamba2 version check

* fix tests

* [run-slow]mamba2

* skip edge tests

* [run-slow]mamba2

* last fixup

* [run-slow]mamba2

* update README

---------

Co-authored-by: Arthur Zucker <arthur.zucker@gmail.com>
2024-08-06 16:39:52 +02:00
Ao Tang
6a03942db7
Add Nemotron HF Support (#31699)
* Add nemotron support

* fix inference

* add unit test

* add layernorm1p as a class to avoid meta device mismatch

* test fixed

* Add copied_from statements

* remove pretraining_tp args

* remove nemotronlayernorm

* force LN computation done in FP32

* remove nemotrontokenizer and use llamatokenizer

* license update

* add option for kv_channels for minitron8b

* remove assert

* o_proj fixed

* o_proj reshape

* add gated_proj option

* typo

* remove todos

* fix broken test after merging latest main

* remove nezha/nat after meging main

* chnage default config to 15b model

* add nemo conversion script

* rename conversion script

* remove gate_proj option

* pr comment resolved

* fix unit test

* rename kv_channels to head_dim

* resolve PR issue

* add nemotron md

* fix broken tests

* refactor rope for nemotron

* test fix

* remove linearscaling

* whitespace and import

* fix some copied-from

* code style fix

* reformatted

* add position_embedding to nemotronattention

* rope refactor to only use config, copied-from fix

* format

* Run make fix-copies

* nemotron md with autodoc

* doc  fix

* fix order

* pass check_config_docstrings.py

* fix config_attributes

* remove all llama BC related code

* Use PreTrainedTokenizerFast

* ruff check examples

* conversion script update

* add nemotron to toctree
2024-08-06 15:42:05 +02:00
Raushan Turganbay
37c5ca5eb9
Cache: create docs (#32150)
* draft

* updates

* works?

* try adding python example in hidden section

* another try

* hwo do i render python

* format as html code?

* Update docs/source/en/kv_cache.md

Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>

* Update docs/source/en/kv_cache.md

Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>

* Update docs/source/en/kv_cache.md

Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>

* Update docs/source/en/kv_cache.md

Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>

* Update docs/source/en/kv_cache.md

Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>

* one more small update

* should render hidden secrtion now

* add outputs

* fix links

* check links

* update all links

* update with offloaded cache

* all cache is importable, so they appear in docs

* fix copies

* docstring...

---------

Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>
2024-08-06 10:24:19 +05:00
Francisco Kurucz
13dc6b0853
Fix documentation links and code reference to model llava-next (#32434) 2024-08-05 15:14:50 -07:00
Raushan Turganbay
2af199c42b
Update docs (#32368)
nits
2024-08-02 09:54:16 +05:00
Nikos Karampatziakis
ca59d6f77c
Offloaded KV Cache (#31325)
* Initial implementation of OffloadedCache

* enable usage via cache_implementation

* Address feedback, add tests, remove legacy methods.

* Remove flash-attn, discover synchronization bugs, fix bugs

* Prevent usage in CPU only mode

* Add a section about offloaded KV cache to the docs

* Fix typos in docs

* Clarifications and better explanation of streams
2024-08-01 14:42:07 +02:00
Sanchit Gandhi
e234061cdd
[whisper] compile compatibility with long-form decoding (#31772)
* [whisper] compile compatibility with long-form decoding

* clarify comment

* fix after rebase

* finalise

* fix bsz

* fix cache split

* remove contiguous

* style

* finish

* update doc

* prevent cuda graph trace
2024-08-01 18:10:56 +08:00
Joao Gante
e68ec18ce2
Docs: formatting nits (#32247)
* doc formatting nits

* ignore non-autodocs

* Apply suggestions from code review

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

* Update src/transformers/models/esm/modeling_esm.py

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

* Update src/transformers/models/esm/modeling_esm.py

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

* make fixup

---------

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2024-07-30 15:49:14 +01:00
Gilad Turok
3e8106d253
Docs: fix GaLore optimizer code example (#32249)
Docs: fix GaLore optimizer example

Fix incorrect usage of GaLore optimizer in Transformers trainer code example.

The GaLore optimizer uses low-rank gradient updates to reduce memory usage. GaLore is quite popular and is implemented by the authors in [https://github.com/jiaweizzhao/GaLore](https://github.com/jiaweizzhao/GaLore). A few months ago GaLore was added to the HuggingFace Transformers library in https://github.com/huggingface/transformers/pull/29588.

Documentation of the Trainer module includes a few code examples of how to use GaLore. However, the `optim_targe_modules` argument to the `TrainingArguments` function is incorrect, as discussed in https://github.com/huggingface/transformers/pull/29588#issuecomment-2006289512. This pull request fixes this issue.
2024-07-30 09:19:24 +02:00
Aymeric Roucher
a24a9a66f4
Add stream messages from agent run for gradio chatbot (#32142)
* Add stream_to_gradio method for running agent in gradio demo
2024-07-29 20:12:44 +02:00
Joao Gante
7ffe25f2b9
Generate: end-to-end compilation (#30788)
* mvp

* added test (a few models need fixes)

* fix a few test cases

* test nits

* harder test 😈

* revert changes in stablelm

* test with improved condition

* add todo

* tmp commit

* merged with main

* nits

* add todo

* final corrections

* add docs for generation compilation

* docs nits

* add  tip

* PR suggestions

* add more details to the compilation docs

* fix cache positions

* cache is now init in generate; update docs

* tag test as flaky

* docs

* post rebase make fixup and other nits

* remove unintended changes

* whisper (encoder-decoder) not supported

* move token default updates to ; add tests for token defaults

* push changes

* manual rebase

* chameleon doesn't support this

* fix test_static_cache_mha_mqa_gqa (broken in another PR)

* docs: dynamic is better with end-to-end compilation
2024-07-29 10:52:13 +01:00
Sai-Suraj-27
49928892d6
fix(docs): Fixed a link in docs (#32274)
Fixed a link in docs.
2024-07-29 10:50:43 +01:00
Pavel Iakubovskii
9d6c0641c4
Fix code snippet for Grounding DINO (#32229)
Fix code snippet for grounding-dino
2024-07-25 19:20:47 +01:00
Matt
edd68f4ed8
🚨 No more default chat templates (#31733)
* No more default chat templates

* Add the template to the GPT-SW3 tests since it's not available by default now

* Fix GPT2 test

* Fix Bloom test

* Fix Bloom test

* Remove default templates again
2024-07-24 17:36:32 +01:00
Dr. Artificial曾小健
5f4ee98a7a
Update qwen2.md (#32108)
* Update qwen2.md

outdated description

* Update qwen2.md

amended

* Update qwen2.md

Update

* Update qwen2.md

fix wrong version code, now good to go
2024-07-24 11:54:41 +01:00
Fanli Lin
c85510f958
[docs] change temperature to a positive value (#32077)
fix
2024-07-23 17:47:51 +01:00
RhuiDih
9cf4f2aa9a
Enhancing SFT Training Efficiency Using Packing and FlashAttention2 with Position IDs (#31629)
* add DataCollatorBatchFlattening

* Update data_collator.py

* change name

* new FA2 flow if position_ids is provided

* add comments

* minor fix

* minor fix data collator

* add test cases for models

* add test case for data collator

* remove extra code

* formating for ruff check and check_repo.py

* ruff format

ruff format tests src utils

* custom_init_isort.py
2024-07-23 15:56:41 +02:00
Raushan Turganbay
3aefb4ec7f
LLaVaNeXT: pad on right if training (#32134)
* pad on right if training

* docs

* add tests
2024-07-23 10:23:55 +05:00
James Thewlis
251a2409c6
Add llama3-llava-next-8b to llava_next conversion script (#31395)
* Add llama3-llava-next-8b to llava_next conversion script

Adds support for the lmms-lab/llama3-llava-next-8b model to the
convert_llava_next_weights_to_hf.py script, along with an example
prompt generated from the llava_llama_3 conv_template in the LLaVA-NeXT
repo.

* Exclude <|begin_of_text|> from prompt example

This token gets added automatically, so it should not be included in the
prompt example.

* Add llava-next-72b and llava-next-110b

Adds the Qwen-based LLaVA-Next models to the conversion script, along
with changes to load the models on multiple GPUs for inference.

* Add llama3 and qwen prompt formats to docs

* Chat prompt and padding side left for llama3 batched

* update

* Update src/transformers/models/llava_next/convert_llava_next_weights_to_hf.py

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

* Update src/transformers/models/llava_next/convert_llava_next_weights_to_hf.py

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

* remove code

* better naming

---------

Co-authored-by: raushan <raushan@huggingface.co>
Co-authored-by: Raushan Turganbay <raushan.turganbay@alumni.nu.edu.kz>
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2024-07-23 10:12:16 +05:00
Marc Sun
96a074fa7e
Add new quant method (#32047)
* Add new quant method

* update

* fix multi-device

* add test

* add offload

* style

* style

* add simple example

* initial doc

* docstring

* style again

* works ?

* better docs

* switch to non persistant

* remove print

* fix init

* code review
2024-07-22 20:21:59 +02:00
Bertrand Thia
7987710696
[RoBERTa] Minor clarifications to model doc (#31949)
* minor edits and clarifications

* address comment

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
2024-07-22 10:08:27 -07:00
Lucain
f2a1e3ca68
Mention model_info.id instead of model_info.modelId (#32106) 2024-07-22 14:14:47 +01:00
Raushan Turganbay
fe008d6ebe
Chameleon: not supported with fast load (#32091)
fixes
2024-07-19 19:21:45 +05:00
Merve Noyan
46835ec6ae
Add image-text-to-text task guide (#31777)
* Add image-text-to-text task page

* Update docs/source/en/tasks/image_text_to_text.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/tasks/image_text_to_text.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/tasks/image_text_to_text.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/tasks/image_text_to_text.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/tasks/image_text_to_text.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/tasks/image_text_to_text.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/tasks/image_text_to_text.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/tasks/image_text_to_text.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/tasks/image_text_to_text.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/tasks/image_text_to_text.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/tasks/image_text_to_text.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Address comments

* Fix heading

* Update docs/source/en/tasks/image_text_to_text.md

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

* Update docs/source/en/tasks/image_text_to_text.md

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

* Update docs/source/en/tasks/image_text_to_text.md

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

* Update docs/source/en/tasks/image_text_to_text.md

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

* Update docs/source/en/tasks/image_text_to_text.md

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

* Update docs/source/en/tasks/image_text_to_text.md

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

* Address comments

* Update image_text_to_text.md

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2024-07-19 13:40:40 +01:00
Merve Noyan
4bd8f12972
Fixes to chameleon docs (#32078)
* Fixes

* Let's not use auto
2024-07-19 12:50:34 +01:00
Raushan Turganbay
e316c5214f
VideoLLaVa: fix chat format in docs (#32083)
fix chat format
2024-07-19 15:38:01 +05:00
NielsRogge
56a7745704
[Chameleon, Hiera] Improve docs (#32038)
* Improve docs

* Fix docs

* Fix code snippet
2024-07-19 11:20:03 +03:00
Raushan Turganbay
b873234cb6
Llava: add default chat templates (#31691)
* add default chat templates

* Update src/transformers/models/llava/processing_llava.py

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

* Update src/transformers/models/llava_next/processing_llava_next.py

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

* more clear docstring and docs

* Update docs/source/en/model_doc/llava.md

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update docs/source/en/model_doc/llava_next.md

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update docs/source/en/model_doc/vipllava.md

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* add tests

* remove default templates (see #31733)

* load chat template from another file

* Update docs/source/en/model_doc/llava_next.md

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

* revert some changes in docs

* forgot vipllava

* chat template file is not temporary hack

* warn if loading from processor

* not that file

* similarly modify `save_pretrained`

* Update tests/models/llava_next/test_processor_llava_next.py

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

* Update tests/models/vipllava/test_processor_vipllava.py

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

* Update docs/source/en/model_doc/vipllava.md

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

* Update src/transformers/processing_utils.py

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

* Update src/transformers/processing_utils.py

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

* Update docs/source/en/model_doc/vipllava.md

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

* Update docs/source/en/model_doc/llava.md

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

* Update docs/source/en/model_doc/llava.md

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

* Update docs/source/en/model_doc/llava_next.md

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

* Update docs/source/en/model_doc/llava_next.md

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

* Update src/transformers/processing_utils.py

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

* Update docs/source/en/model_doc/llava_next.md

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

* fix

---------

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
2024-07-19 10:08:56 +05:00
Raushan Turganbay
673d30b826
Chameleon: minor fixes after shipping (#32037)
* fix merging

* make chameleon conditional
2024-07-18 16:54:07 +05:00
Pavel Iakubovskii
1c37e8c1a6
Add sdpa and FA2 for CLIP (#31940)
* Squashed commit of the following:

commit 102842cd477219b9f9bcb23a0bca3a8b92bd732f
Author: Pavel Iakubovskii <qubvel@gmail.com>
Date:   Fri Jul 12 18:23:52 2024 +0000

    Add model-specific sdpa tests

commit 60e4c88581abf89ec098da84ed8e92aa904c997d
Author: Pavel Iakubovskii <qubvel@gmail.com>
Date:   Fri Jul 12 18:20:53 2024 +0000

    Add fallback to eager (expensive operation)

commit c29033d30e7ffde4327e8a15cbbc6bee37546f80
Author: Pavel Iakubovskii <qubvel@gmail.com>
Date:   Thu Jul 11 17:09:55 2024 +0000

    Fix attn_implementation propagation

commit 783aed05f0f38cb2f99e758f81db6838ac55b9f8
Author: sayakpaul <spsayakpaul@gmail.com>
Date:   Sat May 25 09:05:27 2024 +0530

    style

commit e77e703ca75d00447cda277eca6b886cd32bddc0
Author: sayakpaul <spsayakpaul@gmail.com>
Date:   Sat May 25 09:04:57 2024 +0530

    add comment to explain why I had to touch forbidden codebase.

commit ab9d8849758e7773a31778ccba71588d18552623
Author: sayakpaul <spsayakpaul@gmail.com>
Date:   Sat May 25 09:03:02 2024 +0530

    fix: flax attribute access.

commit c570fc0abf9d1bd58c291aae3c7e384f995996d2
Author: sayakpaul <spsayakpaul@gmail.com>
Date:   Sat May 25 08:23:54 2024 +0530

    fix tensorflow attribute name.

commit 32c812871cfdb268d8a6e3e2c61c5c925c8ed47e
Author: sayakpaul <spsayakpaul@gmail.com>
Date:   Sat May 25 07:57:10 2024 +0530

    fix attribute access.

commit 4f41a0138b6c417aed9c9332278f8bcd979cb7c2
Author: sayakpaul <spsayakpaul@gmail.com>
Date:   Sat May 25 07:44:02 2024 +0530

    _from_config.

commit 35aed64ff602422adcf41d7f677a0a24bd9eccae
Author: sayakpaul <spsayakpaul@gmail.com>
Date:   Fri May 24 18:46:52 2024 +0530

    propagation of attn_implementation.

commit 4c25c19845438b1dc1d35a5adf9436151c8c5940
Author: sayakpaul <spsayakpaul@gmail.com>
Date:   Fri May 24 09:24:36 2024 +0530

    style again

commit 5f7dc5c5015c0f8116408f737e8c318d1802c80c
Author: sayakpaul <spsayakpaul@gmail.com>
Date:   Fri May 24 09:19:05 2024 +0530

    use from_config.

commit b70c409956d0359fa6ae5372275d2a20ba7e3389
Author: sayakpaul <spsayakpaul@gmail.com>
Date:   Fri May 24 09:13:43 2024 +0530

    quality

commit a7b63beff53d0fc754c6564e2a7b51731ddee49d
Author: sayakpaul <spsayakpaul@gmail.com>
Date:   Fri May 10 14:35:10 2024 +0200

    add benchmark numbers

commit 455b0eaea50862b8458c8f422b60fe60ae40fdcb
Author: sayakpaul <spsayakpaul@gmail.com>
Date:   Fri May 10 13:50:16 2024 +0200

    Revert "reflect feedback more"

    This reverts commit dc123e71ef.

commit ca674829d28787349c2a9593a14e0f1d41f04ea4
Author: sayakpaul <spsayakpaul@gmail.com>
Date:   Fri May 10 13:50:05 2024 +0200

    Revert "fix"

    This reverts commit 37a1cb35b8.

commit fab2dd8576c099eb1a3464958cb206a664d28247
Author: sayakpaul <spsayakpaul@gmail.com>
Date:   Fri May 10 13:47:46 2024 +0200

    fix

commit fbc6ae50fd6f2d36294d31e191761631b701d696
Author: sayakpaul <spsayakpaul@gmail.com>
Date:   Fri May 10 13:38:30 2024 +0200

    reflect feedback more

commit 87245bb020b2d60a89afe318a951df0159404fc9
Author: sayakpaul <spsayakpaul@gmail.com>
Date:   Fri May 3 08:54:34 2024 +0530

    fixes

commit 1057cc26390ee839251e7f8b3326c4207595fb23
Author: sayakpaul <spsayakpaul@gmail.com>
Date:   Fri May 3 07:49:03 2024 +0530

    don't explicit set attn_implementation in tests

commit e33f75916fc8a99f516b1cf449dbbe9d3aabda81
Author: sayakpaul <spsayakpaul@gmail.com>
Date:   Fri May 3 07:43:54 2024 +0530

    explicitly override attn_implementation in the towers.

commit 4cf41cb1bc885c39df7cb8f2a0694ebf23299235
Author: sayakpaul <spsayakpaul@gmail.com>
Date:   Fri May 3 07:38:42 2024 +0530

    import in one-line.

commit f2cc447ae9e74ccfacb448140cdf88259d4afc8c
Author: sayakpaul <spsayakpaul@gmail.com>
Date:   Fri May 3 07:34:58 2024 +0530

    move sdpa mention to usage tips.

commit 92884766c64dbb456926a3a84dd427be1349fa95
Author: sayakpaul <spsayakpaul@gmail.com>
Date:   Mon Apr 29 10:58:26 2024 +0530

    fix: memory allocation problem.

commit d7ffbbfe12f7750b7d0a361420f35c13e0ea787d
Author: sayakpaul <spsayakpaul@gmail.com>
Date:   Mon Apr 29 09:56:59 2024 +0530

    fix-copies

commit 8dfc3731cedd02e36acd3fe56bb2e6d61efd25d8
Author: sayakpaul <spsayakpaul@gmail.com>
Date:   Fri Apr 26 20:16:12 2024 +0530

    address arthur's comments.

commit d2ed7b4ce4ff15ae9aa4d3d0500f1544e3dcd9e9
Author: Sayak Paul <spsayakpaul@gmail.com>
Date:   Fri Apr 26 20:08:15 2024 +0530

    Apply suggestions from code review

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

commit 46e04361f37ded5c522ff05e9f725b9f82dce40e
Author: sayakpaul <spsayakpaul@gmail.com>
Date:   Wed Apr 24 09:55:27 2024 +0530

    add to docs.

commit 831629158ad40d34d8983f209afb2740ba041af2
Author: sayakpaul <spsayakpaul@gmail.com>
Date:   Wed Apr 24 09:33:10 2024 +0530

    styling.g

commit d263a119c77314250f4b4c8469caf42559197f22
Author: sayakpaul <spsayakpaul@gmail.com>
Date:   Wed Apr 24 09:15:20 2024 +0530

    up

commit d44f9d3d7633d4c241a737a1bc317f791f6aedb3
Author: sayakpaul <spsayakpaul@gmail.com>
Date:   Tue Apr 23 18:40:42 2024 +0530

    handle causal and attention mask

commit 122f1d60153df6666b634a94e38d073f3f260926
Author: sayakpaul <spsayakpaul@gmail.com>
Date:   Tue Apr 23 15:18:21 2024 +0530

    test fixes.

commit 4382d8cff6fa1dee5dbcf0d06b3e2841231e36f5
Author: sayakpaul <spsayakpaul@gmail.com>
Date:   Tue Apr 23 09:39:25 2024 +0530

    fix: scaling inside sdpa.

commit 0f629989efc48b7315cf19405a81e02955efe7e5
Author: Sayak Paul <spsayakpaul@gmail.com>
Date:   Tue Apr 23 08:14:58 2024 +0530

    Update src/transformers/models/clip/modeling_clip.py

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

commit 14367316877dc27ea40f767ad1aee38bbc97e4ce
Author: sayakpaul <spsayakpaul@gmail.com>
Date:   Mon Apr 22 16:21:36 2024 +0530

    add: sdpa support to clip.

* Remove fallback for empty attention mask (expensive operation)

* Fix typing in copies

* Add flash attention

* Add flash attention tests

* List CLIP in FA docs

* Fix embeddings attributes and tf

* [run-slow] clip

* Update clip documentation

* Remove commented code, skip compile dynamic for CLIPModel

* Fix doc

* Fix doc 2

* Remove double transpose

* Add torch version check for contiguous()

* Add comment to test mixin

* Fix copies

* Add comment for mask

* Update docs

* [run-slow] clip
2024-07-18 10:30:37 +05:30
Dmitry Rogozhkin
bc36c26fa6
doc: fix broken BEiT and DiNAT model links on Backbone page (#32029)
Signed-off-by: Dmitry Rogozhkin <dmitry.v.rogozhkin@intel.com>
2024-07-17 20:24:10 +01:00
Raushan Turganbay
24cfcc2114
Chameleon: add model (#31534)
* Chameleon model integration

Co-authored-by: Jacob Kahn <jacobkahn1@gmail.com>
Co-authored-by: Leonid Shamis <leonid.shamis@gmail.com>

* fix 7B, again. mask away image tokens

* Apply suggestions from code review

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

* remove pretrained_config_map

* make fixup passing up to utils/check_config_docstrings.py; vqgan moved to the modeling file

* remove tokenizer (use llama's); remove codechameleon tests

* a few copied from statements and minor changes

* copied from in ChameleonModel

* some copies in ChameleonForCausalLM

* a few more copies

* VQModel moved to ChameleonModel (as opposed to being in the processor)

* ChameleonProcessor ready

* Fix chameleon weights convert

* update conversion script

* clean-up processing

* update modeling a bit

* update

* update (throws error...)

* correct conversion ready

* fix tests

* fix docs

* docs

* ve swin norm

* fix device for vocab map

* add normalization

* update

* update script with rope rotations

* final fix on model conversion

* add slow tests

* more info in docs

* fix repo consistency tests

* fix repo tests

* fix-copies

* hope this will make CI happy

* fix for 30b model

* Update docs/source/en/index.md

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

* Update docs/source/en/model_doc/chameleon.md

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

* Update src/transformers/models/chameleon/modeling_chameleon.py

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

* Update docs/source/en/model_doc/chameleon.md

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

* Update docs/source/en/model_doc/chameleon.md

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

* Update docs/source/en/model_doc/chameleon.md

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

* Update docs/source/en/model_doc/chameleon.md

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

* Update src/transformers/models/auto/configuration_auto.py

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

* Update src/transformers/models/chameleon/image_processing_chameleon.py

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

* Update src/transformers/models/chameleon/image_processing_chameleon.py

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

* Update src/transformers/models/chameleon/image_processing_chameleon.py

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

* Update src/transformers/models/chameleon/image_processing_chameleon.py

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

* Update src/transformers/models/chameleon/modeling_chameleon.py

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

* Update src/transformers/models/chameleon/processing_chameleon.py

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

* Update src/transformers/models/chameleon/processing_chameleon.py

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

* Update tests/models/chameleon/test_modeling_chameleon.py

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

* Update tests/models/chameleon/test_modeling_chameleon.py

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

* Update tests/models/chameleon/test_modeling_chameleon.py

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

* address comments

* remove assertion in conversion script

* add image processor test

* not copied

* port changes for qk layernorm

* fix-copies

* read token decorator for tests

* [run-slow] chameleon

* one more read-token

* address some comments

* qk norm changes

* tests and repo check

* moved rope permutations to conversion, YAY!

* fix past kv check

* docs

* layernorm done!

* let's be consistent in naming

* fix slow tests

* weird thing with slow CI, but let's see

* once more try

* remove past-kv as tuple following llama

* ignore

* style

---------

Co-authored-by: Pablo Montalvo <39954772+molbap@users.noreply.github.com>
Co-authored-by: ArthurZucker <arthur.zucker@gmail.com>
Co-authored-by: jacobkahn <jacobkahn1@gmail.com>
Co-authored-by: Leonid Shamis <leonid.shamis@gmail.com>
Co-authored-by: Leonid Shamis <lshamis@meta.com>
Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
Co-authored-by: Joao Gante <joao@huggingface.co>
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2024-07-17 10:41:43 +05:00
Zach Mueller
e0dfd7bcaf
Speedup model init on CPU (by 10x+ for llama-3-8B as one example) (#31771)
* 1,100%!

* Clean

* Don't touch DS

* Experiment with dtype allocation

* skip test_load_save_without_tied_weights test

* A little faster

* Include proper upscaling?

* Fixup tests

* Potentially skip?

* Let's see if this fixes git history

* Maintain new dtype

* Fin

* Rm hook idea for now

* New approach, see what breaks

* stage

* Clean

* Stash

* Should be fin now, just need to mark failing models

* Clean up

* Simplify

* Deal with weird models

* Enc/Dec

* Skip w/ reason

* Adjust test

* Fix test

* one more test

* Keep experimenting

* Fix ref

* TO REMOVE: testing feedback CI

* Right push

* Update tests/utils/test_modeling_utils.py

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

* disable

* Add new func

* Test nits from Amy

* Update src/transformers/modeling_utils.py

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

* Adjust comment

* Adjust comment on skip

* make private

* Fin

* Should be a not flag

* Clarify and rename test

---------

Co-authored-by: Marc Sun <marc@huggingface.co>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2024-07-16 09:32:01 -04:00
Naman Garg
c1e139c2b0
Adding hiera (#30356)
* initialized Structure

* Updated variable names

* Added Config class, basic HF setup, convert_to_hf

* Fixed Convert function, added hiera to HF files, Initilized test files

* better naming for x in forward pass

* Moved utils to hiera

* Change hiera -> hiera_model

* Fixed integration into tranformers

* Fix: Convert Checkpoint

* added documentation for hiera

* added documentation for hiera

* added Docstings to models, Transformers based changes

* make style and quality

* make style and quality

* Integration & Block tests running

* Fixed bugs

* initialized Structure

* Updated variable names

* Added Config class, basic HF setup, convert_to_hf

* Fixed Convert function, added hiera to HF files, Initilized test files

* better naming for x in forward pass

* Moved utils to hiera

* Change hiera -> hiera_model

* Fixed integration into tranformers

* Fix: Convert Checkpoint

* added documentation for hiera

* added documentation for hiera

* added Docstings to models, Transformers based changes

* make style and quality

* make style and quality

* Integration & Block tests running

* Fixed bugs

* Removed tim dependency

* added HieraBlock

* fixed: Model name

* added tests for HieraModel, HieraBlock

* fixed imports

* fixed quality & copies

* Fixes

* Update docs/source/en/model_doc/hiera.md

Fix name

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/hiera.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/model_doc/hiera.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update src/transformers/models/hiera/configuration_hiera.py

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update src/transformers/models/hiera/configuration_hiera.py

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update src/transformers/models/hiera/modeling_hiera.py

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update src/transformers/models/hiera/modeling_hiera.py

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Fixed formatting

* Code quality & Import differences

* quality and repo-consistency fix

* fixed no torch error

* Docstring fix

* Docstring fix

* doc string fix

* fixed example usage

* Resolved issues in modeling_hiera

* Removed Hiera MAE

* Added test and resolved bug

* fixed doc string

* First commit

* Finished conversion script and model forward working

* Resolved all issues

* nits

* Improving tests

* Nits

* More nits

* Improving HieraForMaskedImageModeling

* More improvements and nits

* Fixed docstrings of outputs

* More fixes

* More imrpovments

* Updated conversion script

* Fixed docstrings

* Improved tests

* Fixed attentou outputs test

* All tests green

* Removed unnecessary file

* contribution attribution

* Resolved a few issues

* Resolved Comments

* Updated model repo id and fixed bugs

* Removed loss print

* Make tests green

* Updated docstrings

* Fix style

* Fixed num_heads in config

* Removed unnecessary video checkpoint related code in the conversion script

* Fix style

* Changed atol in conversion script

* HieraConfig

* Fix copies

* Fixed typo

* Resolved few issues

* make

* converted conv_nd -> nn.Module

* Removed video complexities

* Removed video complexities

* fix style

* Addressing comments

* Update src/transformers/models/hiera/modeling_hiera.py

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

* Update src/transformers/models/hiera/modeling_hiera.py

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

* Update src/transformers/models/hiera/modeling_hiera.py

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

* Fix style

* Fixed tests

* Fixed typo

* Fixed interpolate test

* Made torch fx compatible

* Made sure imageprocesor is correct

* Addressed comments

* Noise directly as torch

* Remove unnecesary attr

* Added return_dit

* Update src/transformers/models/hiera/__init__.py

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

* Updated checkpoints

* [run_slow] hiera

* Fixed device mismatch

* [run_slow] hiera

* Fixed GPU tests

* [run_slow] hiera

---------

Co-authored-by: Ubuntu <ubuntu@ip-172-31-29-50.us-east-2.compute.internal>
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
Co-authored-by: Eduardo Pacheco <eduardo.pach@hotmail.com>
Co-authored-by: Eduardo Pacheco <69953243+EduardoPach@users.noreply.github.com>
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2024-07-11 22:13:56 +01:00
NielsRogge
ec03d97b27
[RT-DETR] Add resources (#31815)
* Add resources

* Address comments
2024-07-10 16:34:53 +01:00
Raushan Turganbay
97aa3e2905
Add conversion for interleave llava (#31858)
* add conversion for interleave llava

* remove debug lines

* remove unused imports

* Update src/transformers/models/llava/convert_llava_weights_to_hf.py

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

* small changes + docs

---------

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2024-07-10 12:12:21 +05:00
Merve Noyan
e3a7d9bd47
Update depth estimation task guide (#31860)
---------

Co-authored-by: Merve Noyan <mervenoyan@Merve-MacBook-Pro.local>
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
2024-07-09 22:13:30 +03:00
Yung-Sung Chuang
d094d8d9ec
Generate: Add new decoding strategy "DoLa" in .generate() (#29619)
Co-authored-by: Joao Gante <joao@huggingface.co>
2024-07-09 17:37:38 +01:00
hatti
350aed7076
chore: remove duplicate words (#31853)
remove duplicate words
2024-07-09 10:38:29 +01:00
omahs
e5ca9b057c
Fix typos (#31819)
* fix typo

* fix typo

* fix typos

* fix typo

* fix typos
2024-07-08 11:52:47 +01:00
Pavel Iakubovskii
a177821b24
Add FA2 and sdpa support for SigLIP (#31499)
* Rebase to main

* Fix attention implementation autoset for tex and vision configs

* Fixup

* Minor fixes

* Fix copies

* Fix attention_mask for FA2

* Add eqvivalence tests for siglip

* Remove right padding test

* Uncomment flaky

* Fix import

* Add to docs

* Fix test message

* Add sdpa

* Add sdpa equivalence test

* Add siglip sdpa to docs

* Fix typing for attention output

* Add sdpa tests

* Fix signature of FA2

* Autoset attn_implementation in config

* Rename bsz -> batch_size

* Move back autoset attn method

* Mark as flaky

* Correct attention mask padding

* [run-slow] siglip

* Add FA2 and sdpa docs

* Style fix

* Remove flaky for FA2 test

* Change attention implementation set

* Change attn_implementaiton propogation

* Fix typos

* Add modality to assert message

* Add more sdpa backends in test

* [run slow] siglip

* Add math sdpa backend for all options

* [run slow] siglip
2024-07-08 11:10:02 +01:00
NielsRogge
06fd7972ac
Add ZoeDepth (#30136)
* First draft

* Add docs

* Clean up code

* Convert model

* Add image processor

* Convert Zoe_K

* More improvements

* Improve variable names and docstrings

* Improve variable names

* Improve variable names

* Replace nn.sequential

* More improvements

* Convert ZoeD_NK

* Fix most tests

* Verify pixel values

* Verify pixel values

* Add squeeze

* Update beit to support arbitrary window sizes

* Improve image processor

* Improve docstring

* Improve beit

* Improve model outputs

* Add figure

* Fix beit

* Update checkpoint

* Fix repo id

* Add _keys_to_ignore_on_load_unexpected

* More improvements

* Address comments

* Address comments

* Address comments

* Address comments

* Rename variable name

* Add backbone_hidden_size

* Vectorize

* Vectorize more

* Address comments

* Clarify docstring

* Remove backbone_hidden_size

* Fix image processor

* Remove print statements

* Remove print statement

* Add integration test

* Address comments

* Address comments

* Address comments

* Address comments

* Add requires_backends

* Clean up

* Simplify conversion script

* Simplify more

* Simplify more

* Simplify more

* Clean up

* Make sure beit is loaded correctly

* Address comment

* Address bin_configurations

* Use bin_configurations

* Convert models, add integration tests

* Fix doc test

* Address comments

* Unify regressor classes

* Clarify arguments

* Improve resize_image

* Add num_relative_features

* Address comment

* [run-slow]beit,data2vec,zoedepth

* [run-slow]beit,data2vec,zoedepth

* Address comments

* Address comment

* Address comment

* Replace nn.TransformerEncoderLayer and nn.TransformerEncoder

* Replace nn.MultiheadAttention

* Add attributes for patch transformer to config

* Add tests for ensure_multiple_of

* Update organization

* Add tests

* [run-slow] beit data2vec

* Update ruff

* [run-slow] beit data2vec

* Add comment

* Improve docstrings, add test

* Fix interpolate_pos_encoding

* Fix slow tests

* Add docstring

* Update src/transformers/models/zoedepth/image_processing_zoedepth.py

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

* Update src/transformers/models/zoedepth/image_processing_zoedepth.py

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

* Improve tests and docstrings

* Use run_common_tests

* Improve docstrings

* Improve docstrings

* Improve tests

* Improve tests

* Remove print statements

---------

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2024-07-08 11:43:33 +02:00
Pedro Cuenca
1082361a19
Depth Anything: update conversion script for V2 (#31522)
* Depth Anything: update conversion script for V2

* Update docs

* Style

* Revert "Update docs"

This reverts commit be0ca47ea1.

* Add docs for depth anything v2

* Add depth_anything_v2 to MODEL_NAMES_MAPPING

Done similarly to Flan-T5: https://github.com/huggingface/transformers/pull/19892/files

* Add tip in original docs
2024-07-05 19:28:41 +01:00
Billy Cao
ac26260436
Allow FP16 or other precision inference for Pipelines (#31342)
* cast image features to model.dtype where needed to support FP16 or other precision in pipelines

* Update src/transformers/pipelines/image_feature_extraction.py

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

* Use .to instead

* Add FP16 pipeline support for zeroshot audio classification

* Remove unused torch imports

* Add docs on FP16 pipeline

* Remove unused import

* Add FP16 tests to pipeline mixin

* Add fp16 placeholder for mask_generation pipeline test

* Add FP16 tests for all pipelines

* Fix formatting

* Remove torch_dtype arg from is_pipeline_test_to_skip*

* Fix format

* trigger ci

---------

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2024-07-05 17:21:50 +01:00
Matt
e786844425
Repeating an important warning in the chat template docs (#31796)
* Repeating an important warning in the chat template docs

* Update docs/source/en/chat_templating.md

Co-authored-by: Lysandre Debut <hi@lysand.re>

* Reword for clarity

* Reword for clarity

---------

Co-authored-by: Lysandre Debut <hi@lysand.re>
2024-07-05 15:30:24 +01:00
Billy Cao
1d3eaa6f7e
Add training support for SigLIP (#31495)
* Add siglip loss function

* Update docs

* Enable training tests
[experimental] enable GC training tests as it has worked for my own data

* Remove test_training* overrides to enable training tests
[run_slow] siglip

* Skip training tests for Siglip text model and ImageClassificationModel
[run_slow] siglip

* Skip GC training tests for SiglipForImageClassification

* Explicitly skip training tests for SiglipVisionModel
Add skip reason for training tests for SiglipTextModel

* Remove copied from to fix CI
2024-07-05 14:50:39 +01:00
Boris Feld
9e599d1d94
Update CometCallback to allow reusing of the running experiment (#31366)
* Update CometCallback to allow reusing of the running experiment

* Fixups

* Remove useless TODO

* Add checks for minimum version of the Comet SDK

* Fix documentation and links.

Also simplify how the Comet Experiment name is passed
2024-07-05 08:13:46 +02:00
Billy Cao
43ffb785c0
Add torch_empty_cache_steps to TrainingArguments (#31546)
* Add torch_empty_cache_steps to TrainingArguments

* Fix formatting

* Add torch_empty_cache_steps to docs on single gpu training

* Remove check for torch_empty_cache_steps <= max_steps

* Captalize Tip

* Be device agnostic

* Fix linting
2024-07-04 13:20:49 -04:00
Aymeric Roucher
0fd885b91c
Adds final answer tool for all agents (#31703)
* Adds final answer tool for all agents

* Typo

* Add clarification in doc

* Put final_answer tool adition in agent for clarity
2024-07-03 11:36:09 +02:00
Jörg Bornschein
f91c16d270
Fix documentation for Gemma2. (#31682)
* Fix documentation for Gemma2. 

Model sizes and Blog post URL are wrong in the documentation.

* Update docs/source/en/model_doc/gemma2.md

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

---------

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2024-07-02 23:04:53 +01:00
Sanchit Gandhi
a9701953ff
[whisper] static kv cache (#31166)
* make work with cache abstraction

* correct for static cache

* hacks for compile

* make fast

* fix

* fix pos ids

* generate

* fix sdpa

* fix sdpa cache pos

* fix fa2

* clean fa2

* integrate cache into generate

* make style

* copies

* more copies

* update eager

* update sdpa

* update fa2

* simplify

* use cache pos

* always compute cross-cache for debug

* avoid recompiles
Co-authored-by: Arthur Zucker <arthur@huggingface.co>

* fix fix

* fix fix fix

* more fix

* try encoder-decoder cache (too messy)

* revert encoder-decoder cache

* check cross-attn cache

* use enc-dec dataclass

* use richer enc-dec dataclass

* clean-up

* revert static cache changes

* small fixes

* revert to cpu flag

* fix copies

* add static slow test

* past k/v docstring

* more docstrings

* cache_position docstrings

* add to docs

* add enc-dec cache to docs

* make style

* fix after rebase

* fix beam

* style

* fix generation strategies

* fix most decoder-only tests

* style

* skip test

* more clean up

* small docstrings

* Apply suggestions from code review

Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>

* add todo

* only crop self-attn

* check cache in mixin

* style

* fix re-compile after rebase

* move `is_updated` logic to enc-dec wrapper

* revert back

* revert cache back

* finalise design

* fix

* fix fix

* style

* Update src/transformers/cache_utils.py

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

* deprecate

* updates

* final updates

* style

* style

---------

Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
2024-07-02 13:24:15 +01:00
Steven Liu
464aa74659
[docs] Llama3 (#31662)
quick usage to top
2024-06-27 10:32:51 -07:00
Arthur
75a6319864
Fix post gemma merge (#31660)
* nit

* toctree issue

* protect gemma2 tests as well

* sdpa supported
2024-06-27 17:51:42 +02:00
Arthur
0cf60f13ab
Add gemma 2 (#31659)
* inital commit

* Add doc

* protect?

* fixup stuffs

* update tests

* fix build documentation

* mmmmmmm config attributes

* style

* nit

* uodate

* nit

* Fix docs

* protect some stuff

---------

Co-authored-by: Lysandre <lysandre@huggingface.co>
2024-06-27 17:36:19 +02:00
amyeroberts
1de7dc7403
Skip tests properly (#31308)
* Skip tests properly

* [test_all]

* Add 'reason' as kwarg for skipTest

* [test_all] Fix up

* [test_all]
2024-06-26 21:59:08 +01:00
Raushan Turganbay
e71f2863d7
Add LLaVa NeXT Video (#31252)
* squash into single commit

* run diff once more

* docstring

* tests

* minor chnages and ready to go

* Update src/transformers/models/llava_next_video/processing_llava_next_video.py

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

* Update tests/models/vipllava/test_modeling_vipllava.py

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

* [run-slow] llava-next-video

* [run-slow] llava-next-video

* [run-slow] llava_next_video

* fix two tests

* fix slow tests

* remove logit checks due to numeric errors

* run test once more

* [run-slow] llava_next_video

* final try to pass the test

* [run-slow] llava_next_video

* [run-slow] llava_next_video

* [run-slow] llava_next_video

* style

* fix

* style

---------

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2024-06-26 21:52:28 +05:00
Pavel Iakubovskii
ac52084bf2
Update RT-DETR code snippet (#31631)
Update code snippet
2024-06-26 14:42:20 +01:00
Anton Vlasjuk
b07770c5eb
[GPT-NeoX] Add SDPA support (#31031)
* starting support for sdpa in `gptneox` models

* small comment on tests

* fix dropout

* documentation and style

* clarify concrete paths for reference

* generalise attn projections and rope application

added head mask check to sdpa mask creation

handle sdpa memory backend bug via own version flag

* update docs and style

* move dtype casting outside of general attn_projection_and_rope function

fix flash_attn_2 stuff

* more generic attn warning if output_attns or head_mask

* simplify head mask check by moving head mask creation to a later point

* remove copied llama artifact

* remove padding_mask from attention function signature

* removing unnecessary comments, only "save" attn implementation once

* [run_slow] gpt_neox
2024-06-26 13:56:36 +01:00
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
Nicholi Caron
4b822560a1
Update mask_generation.md (#31543)
Minor bug fixes -- rearrange import & add missing parentheses
2024-06-23 20:27:21 +01:00
Sangbum Daniel Choi
74a207404e
New model support RTDETR (#29077)
* fill out docs string in configuration
75dcd3a0e8 (r1506391856)

* reduce the input image size for the tests

* remove the unappropriate tests

* only 5 failes exists

* make style

* fill up missed architecture for object detection in docs

* fix auto modeling

* simple fix in missing import

* major change including backbone refactor and objectdetectionoutput refactor

* minor fix only 4 fails left

* intermediate fix

* revert __init__.py

* revert __init__.py

* make style

* fixes in pr_docs

* intermediate fix

* make style

* two fixes

* pass doctest

* only one fix left

* intermediate commit

* all fixed

* Update src/transformers/models/rt_detr/image_processing_rt_detr.py

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

* Update src/transformers/models/rt_detr/convert_rt_detr_original_pytorch_checkpoint_to_pytorch.py

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

* Update src/transformers/models/rt_detr/configuration_rt_detr.py

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

* Update tests/models/rt_detr/test_modeling_rt_detr.py

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

* function class above the model definition in dice_loss

* Update src/transformers/models/rt_detr/modeling_rt_detr.py

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

* simple fix

* layernorm add config.layer_norm_eps

* fix inputs_docstring

* make style

* simple fix

* add custom coco loading test in image_processor

* fix error in BaseModelOutput
https://github.com/huggingface/transformers/pull/29077#discussion_r1516657790

* simple typo

* Update src/transformers/models/rt_detr/modeling_rt_detr.py

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

* intermediate fix

* fix with load_backbone format

* remove unused configuration

* 3 fix test left

* make style

* Update src/transformers/models/rt_detr/image_processing_rt_detr.py

Co-authored-by: Sounak Dey <dey.sounak@gmail.com>

* change last_hidden_state to first index

* all pass fix
TO DO: minor update in comments

* make fix-copies

* remove deepcopy

* pr_document fix

* revert deepcopy due to the issue of unexpceted behavior in decoderlayer

* add atol in final

* add no_split_module

* _no_split_modules = None

* device transfer for model parallelism

* minor fix

* make fix-copies

* fix typo

* add test_image_processor with post_processing

* Update src/transformers/models/rt_detr/configuration_rt_detr.py

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

* add config in RTDETRPredictionHead

* Update src/transformers/models/rt_detr/modeling_rt_detr.py

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

* set lru_cache with max_size 32

* Update src/transformers/models/rt_detr/configuration_rt_detr.py

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

* add lru_cache import and configuration change

* change the order of definition

* make fix-copies

* add docs and change config error

* revert strange make-fix

* Update src/transformers/models/rt_detr/modeling_rt_detr.py

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

* test pass

* fix get_clones related and remove deepcopy

* Update src/transformers/models/rt_detr/configuration_rt_detr.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update src/transformers/models/rt_detr/configuration_rt_detr.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update src/transformers/models/rt_detr/image_processing_rt_detr.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update src/transformers/models/rt_detr/image_processing_rt_detr.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update src/transformers/models/rt_detr/modeling_rt_detr.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update src/transformers/models/rt_detr/modeling_rt_detr.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update src/transformers/models/rt_detr/image_processing_rt_detr.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update src/transformers/models/rt_detr/modeling_rt_detr.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update src/transformers/models/rt_detr/image_processing_rt_detr.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* nit for paper section

* Update src/transformers/models/rt_detr/configuration_rt_detr.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* rename denoising related parameters

* Update src/transformers/models/rt_detr/image_processing_rt_detr.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* check the image transformation logic

* make style

* make style

* Update src/transformers/models/rt_detr/configuration_rt_detr.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update src/transformers/models/rt_detr/modeling_rt_detr.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update src/transformers/models/rt_detr/modeling_rt_detr.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update src/transformers/models/rt_detr/modeling_rt_detr.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update src/transformers/models/rt_detr/modeling_rt_detr.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update src/transformers/models/rt_detr/modeling_rt_detr.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* pe_encoding -> positional_encoding_temperature

* remove TODO

* Update src/transformers/models/rt_detr/image_processing_rt_detr.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* remove eval_idx since transformer DETR is giving all decoder output

* Update src/transformers/models/rt_detr/configuration_rt_detr.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update src/transformers/models/rt_detr/configuration_rt_detr.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* change variable name

* make style and docs import update

* Revert "Update src/transformers/models/rt_detr/image_processing_rt_detr.py"

This reverts commit 74aa3e1de0.

* fix typo

* add postprocessing in docs

* move import scipy to top

* change varaible name

* make fix-copies

* remove eval_idx in test

* move to after first sentence

* update image_processor since box loss requires normalized one

* change appropriate name to auxiliary_outputs

* Update src/transformers/models/rt_detr/__init__.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update src/transformers/models/rt_detr/__init__.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update docs/source/en/model_doc/rt_detr.md

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update docs/source/en/model_doc/rt_detr.md

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* make style

* remove panoptic related comments

* make style

* revert valid_processor_keys

* fix aux related test

* make style

* change origination from config to backbone API

* enable the dn_loss

* fix test and conversion

* renewal weight initialization

* change initializer_range

* make fix-up

* fix the loss issue in the auxiliary output and denoising part

* change weight loss to original RTDETR

* fix in initialization

* sync shape format of dn and aux

* make style

* stable fine-tuning and compatible conversion for resnet101

* make style

* skip input_embed

* change encoder related variable

* enable converting rtdetr_r101

* add r101 related conversion code

* Update src/transformers/models/rt_detr/modeling_rt_detr.py

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

* Update src/transformers/models/rt_detr/modeling_rt_detr.py

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

* Update docs/source/en/model_doc/rt_detr.md

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

* Update src/transformers/models/rt_detr/configuration_rt_detr.py

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

* Update src/transformers/__init__.py

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

* Update src/transformers/__init__.py

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

* Update src/transformers/models/rt_detr/image_processing_rt_detr.py

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

* Update src/transformers/models/rt_detr/image_processing_rt_detr.py

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

* Update src/transformers/models/rt_detr/modeling_rt_detr.py

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

* change name _shape to _reshape

* Update src/transformers/__init__.py

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

* Update src/transformers/__init__.py

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

* maket style

* make fix-copies

* remove deprecated import

* more fix

* remove last_hidden_state for task-specific model

* Revert "remove last_hidden_state for task-specific model"

This reverts commit ccb7a34051.

* minore change in convert

* remove print

* make style and fix-copies

* add custom rtdetr backbone for r18, r34

* remove print

* change copied

* add pad_size

* make style

* change layertype to optional to pass the CI

* make style

* add test in modeling_resnet_rt_detr

* make fix-copies

* skip tmp file test

* fix comment

* add docs

* change to modeling_resnet file format

* enabling resnet50 above

* Update src/transformers/models/rt_detr/modeling_rt_detr.py

Co-authored-by: Jason Wu <jasonkit@users.noreply.github.com>

* enable all the rtdetr model :)

* finish except CI

* add RTDetrResNetBackbone

* make fix-copies

* fix
TO DO: CI enable

* make style

* rename test

* add docs

* add special fix

* revert resnet

* Update src/transformers/models/rt_detr/modeling_rt_detr_resnet.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* add more comment

* remove swin comment

* Update src/transformers/models/rt_detr/configuration_rt_detr.py

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* rename convert and add verify backbone

* Update docs/source/en/_toctree.yml

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update docs/source/en/model_doc/rt_detr.md

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update docs/source/en/model_doc/rt_detr.md

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* make style

* requests for docs

* more general test docs

* general script docs

* make fix-copies

* final commit

* Revert "Update src/transformers/models/rt_detr/configuration_rt_detr.py"

This reverts commit d136225cd3.

* skip test_model_get_set_embeddings

* remove target

* add changes

* make fix-copies

* remove decoder_attention_mask

* add load_backbone function for auto_backbone

* remove comment

* fix repo name

* Update src/transformers/models/rt_detr/configuration_rt_detr.py

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

* final commit

* remove unused downsample_in_bottleneck

* new test for autobackbone

* change to appropriate indices

* test fix

* fix dict in test_image_processor

* fix test

* [run-slow] rt_detr, rt_detr_resnet

* change the slow test

* [run-slow] rt_detr

* [run-slow] rt_detr, rt_detr_resnet

* make in to same cuda in CSPRepLayer

* [run-slow] rt_detr, rt_detr_resnet

---------

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
Co-authored-by: Sounak Dey <dey.sounak@gmail.com>
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Jason Wu <jasonkit@users.noreply.github.com>
Co-authored-by: ChoiSangBum <choisangbum@ChoiSangBumui-MacBookPro.local>
2024-06-21 17:50:08 +01:00
Billy Cao
cd5f7c1790
Add docs on zeroshot image classification prompt templates (#31343)
* Add docs on pipeline templates

* Fix example and comments
Update usage tips

* Update docs/source/en/tasks/zero_shot_image_classification.md

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

* Update docs/source/en/model_doc/siglip.md

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

* Trigger CI

---------

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2024-06-19 11:11:44 +01:00
linlin
1c1aec2ef1
Update object_detection.md (#31488)
Define MAX_SIZE before it is used.
2024-06-19 10:36:44 +01:00
Younes Belkada
7d683f7bae
Docs / AQLM: Clarify torch.compile support for AQLM (#31473)
Update overview.md
2024-06-19 11:26:25 +02:00