Commit Graph

1238 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