Commit Graph

1393 Commits

Author SHA1 Message Date
Pavel Iakubovskii
c8c8dffbe4
Update I-JEPA checkpoints path (#35120)
Update checkpoints path
2024-12-06 13:42:51 +00:00
Aymeric Roucher
9ad4c93536
Add Aria (#34157)
* Add Aria
---------

Co-authored-by: Cyril Vallez <cyril.vallez@gmail.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
2024-12-06 12:17:34 +01:00
Jonathan Mamou
e27465c801
Adaptive dynamic number of speculative tokens (#34156)
* initial commit

* update strategy

* add tradeoff FPR TPR with cost

* all probs

* fix

* fix

* fix style

* Update src/transformers/generation/configuration_utils.py

shorter docstring

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

* import guard

* fix style

* add is_sklearn_available condition

* vectorizing to flatten the for-loop

* fix style

* disable adaptation for UAG

* update doc

* add TestAssistedCandidateGeneratorUpdateStrategy

* fix style

* protect import

* fix style

---------

Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>
2024-12-05 17:07:33 +01:00
João Marcelo
50189e36a6
Add I-JEPA (#33125)
* first draft

* add IJepaEmbeddings class

* fix copy-from for IJepa model

* add weight conversion script

* update attention class names in IJepa model

* style changes

* Add push_to_hub option to convert_ijepa_checkpoint function

* add initial tests for I-JEPA

* minor style changes to conversion script

* make fixup related

* rename conversion script

* Add I-JEPA to sdpa docs

* minor fixes

* adjust conversion script

* update conversion script

* adjust sdpa docs

* [run_slow] ijepa

* [run-slow] ijepa

* [run-slow] ijepa

* [run-slow] ijepa

* [run-slow] ijepa

* [run-slow] ijepa

* formatting issues

* adjust modeling to modular code

* add IJepaModel to objects to ignore in docstring checks

* [run-slow] ijepa

* fix formatting issues

* add usage instruction snippet to docs

* change pos encoding, add checkpoint for doc

* add verify logits for all models

* [run-slow] ijepa

* update docs to include image feature extraction instructions

* remove pooling layer from IJepaModel in image classification class

* [run-slow] ijepa

* remove pooling layer from IJepaModel constructor

* update docs

* [run-slow] ijepa

* [run-slow] ijepa

* small changes

* [run-slow] ijepa

* style adjustments

* update copyright in init file

* adjust modular ijepa

* [run-slow] ijepa
2024-12-05 16:14:46 +01:00
Steven Liu
1ed1de2fec
[docs] Increase visibility of torch_dtype="auto" (#35067)
* auto-dtype

* feedback
2024-12-04 09:18:44 -08:00
Fanli Lin
baa3b22137
[docs] add a comment that offloading requires CUDA GPU (#35055)
* add commen to offloading

* Update docs/source/en/kv_cache.md

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

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
2024-12-04 07:48:34 -08:00
Fanli Lin
329f5dbf97
[docs] use device-agnostic API instead of hard-coded cuda (#35048)
replace cuda
2024-12-03 10:54:15 -08:00
Fanli Lin
b8cdc262d5
[docs] use device-agnostic instead of cuda (#35047)
* fix on xpu

* [run_all]

* add the missing import for Image lib

* add more devices in comment

* bug fix

* replace cuda
2024-12-03 10:53:45 -08:00
Fanli Lin
3deaa8179d
[docs] fix example code bug (#35054)
fix code bug
2024-12-03 09:18:39 -08:00
Cyril Vallez
ee37bf0d95
Automatic compilation in generate: do not rely on inner function (#34923)
* compiled forward in PreTrainedModel

* update

* style

* update name

* trigger CIs

* Add way to use custom compile args

* style

* switch parameterization to generation_config

* Add to inits

* Update configuration_utils.py

* inits

* style

* docs

* style

* Update configuration_utils.py

* back without dataclass for repo consistency

* Update configuration_utils.py

* style

* style

* style once again

* add config serialization

* update

* true dataclass

* trigger CIs

* merge compile methods + remove serialization of compile config
2024-12-03 11:20:31 +01:00
Fanli Lin
527dc04e46
[docs] add the missing import for Image and bug fix (#34776)
* add the missing import for Image lib

* add more devices in comment

* bug fix
2024-12-02 11:40:20 -08:00
Henry Hyeonmok Ko
31299670cd
Multiple typo fixes in Tutorials docs (#35035)
* Fixed typo in multi gpu docs and OLMoE version

* Fixed typos in docs for agents, agents advanced, knowledge distillation, and image feature extraction

* Fixed incorrect usage of model.image_guided_detection in zero shot object detection docs
2024-12-02 15:26:34 +00:00
Michael Goin
9d6f0ddcec
Add optimized PixtralImageProcessorFast (#34836)
* Add optimized PixtralImageProcessorFast

* make style

* Add dummy_vision_object

* Review comments

* Format

* Fix dummy

* Format

* np.ceil for math.ceil
2024-11-28 16:04:05 +01:00
Xiao Yuan
4120cb257f
Fix typo in code block in vipllava.md (#34957)
fix typo in code block in vipllava.md
2024-11-27 08:19:34 -08:00
Fanli Lin
637225508f
[docs] add explanation to release_memory() (#34911)
* explain release_memory

* Update docs/source/en/llm_tutorial_optimization.md

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

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
2024-11-27 07:47:28 -08:00
谭九鼎
5bfb40bc8e
docs: HUGGINGFACE_HUB_CACHE -> HF_HUB_CACHE (#34904) 2024-11-26 09:37:18 -08:00
Fanli Lin
784d22078a
[doc] use full path for run_qa.py (#34914)
use full path for run_qa.py
2024-11-26 09:23:44 -08:00
Fanli Lin
6bc0c219c1
[docs] use device-agnostic API instead of cuda (#34913)
add device-agnostic API

Signed-off-by: Lin, Fanli <fanli.lin@intel.com>
2024-11-26 09:23:34 -08:00
Viktor Scherbakov
95c10fedb3
Updated documentation and added conversion utility (#34319)
* Updated documentation and added conversion utility

* Update docs/source/en/tiktoken.md

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

* Update docs/source/en/tiktoken.md

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

* Moved util function to integration folder + allow for str

* Update formatting

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

* Updated formatting

* style changes

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
2024-11-25 18:44:09 +01:00
Shane A
9121ab8fe8
Rename OLMo November to OLMo2 (#34864)
* Rename/move OLMo Nov files to OLMo2

* Rename Olmo1124 and its variants to Olmo2
2024-11-25 16:31:22 +01:00
farrosalferro
c57eafdaa1
Add Nemotron GGUF Loading Support (#34725)
* Add Nemotron GGUF Loading Support

* fix the Nemotron architecture assignation

---------

Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>
2024-11-21 11:37:34 +01:00
Merve Noyan
befbbf2f98
Added image-text-to-text pipeline to task guide (#34783)
* Added image-text-to-text pipeline to task guide

* 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>

* Merge codeblocks

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
2024-11-19 09:49:10 -08:00
Yoni Gozlan
eedc113914
Add Image Processor Fast Deformable DETR (#34353)
* add deformable detr image processor fast

* add fast processor to doc

* fix copies

* nit docstring

* Add tests gpu/cpu and fix docstrings

* fix docstring

* import changes from detr

* fix imports

* rebase and fix

* fix input data format change in detr and rtdetr fast
2024-11-19 11:18:58 -05:00
David Zhang
427b62ed1a
Fix post process function called in the instance segmentation example of mask2former (#34588)
* Fix post process function called in the instance segmentation example of mask2former

* fix description and additional notes for post_process_instance_segmentation of maskformers

* remove white space in maskformers post_process_instance_segmentation doc

* change image.size[::-1] to height and width for clarity in segmentation examples
2024-11-19 16:49:25 +01:00
Marc Sun
ce1d328e3b
Fix cache_utils for optimum.quanto kvcache quantization (#34750)
* add co-author

Co-authored-by: w3rew <w3rew@users.noreply.github.com>

* fix docs

* fix cache

* remove print

---------

Co-authored-by: w3rew <w3rew@users.noreply.github.com>
2024-11-19 14:16:34 +01:00
Arthur
54739a320e
Self-speculation (Layer-Skip Llama) (#34240)
* 😅

* early exit (#34244)

* mvp

* docs and tests

* a few fixes

* no shared cache

* Apply suggestions from code review

Co-authored-by: Mostafa Elhoushi <m.elhoushi@ieee.org>

* docs

* make fix-copies

* cohere fix

* [test all]

* [test all] consistent model code copies

* [test all] make fix-copies :D

* Apply suggestions from code review

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
Co-authored-by: Mostafa Elhoushi <m.elhoushi@ieee.org>

* Update src/transformers/generation/candidate_generator.py

* Update src/transformers/generation/configuration_utils.py

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

* [test all] don't use a stand-alone attribute; fix test

---------

Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>
Co-authored-by: Joao Gante <joao@huggingface.co>
Co-authored-by: Mostafa Elhoushi <m.elhoushi@ieee.org>
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
2024-11-19 12:20:07 +00:00
Ke Wen
20142ab542
Simplify Tensor Parallel implementation with PyTorch TP (#34184)
* Simplify Tensor Parallel implementation with PyTorch TP

* Move tp_plan to config

* Lint

* Format and warning

* Disable copy-from check

* Conditionally get attr from config

* make fix-copies

* Move base_model_tp_plan to PretrainedConfig

* Move TP into from_pretrained

* Add device context for load

* Do not serialize

* Move _tp_plan setting to post_init

* Add has_tp_plan

* Add test_tp

* Add 'Multi-gpu inference' doc

* Add backward support for device type identification

* Auto-detect accelerator

* supports_tp_plan

* copyright year

* Fix copy
2024-11-18 19:51:49 +01:00
ecyht2
7df93d6ffb
fix: Wrong task mentioned in docs (#34757) 2024-11-18 18:42:28 +00:00
Hun-soo Jung
7693b62268
Fix callback key name (#34762)
Fixes typo.
2024-11-18 18:41:12 +00:00
Fanli Lin
e80a65ba4f
[tests] add XPU part to testing (#34778)
add XPU part to testing

Signed-off-by: Lin, Fanli <fanli.lin@intel.com>
2024-11-18 09:59:11 -08:00
Fanli Lin
9568a9dfc5
[docs] add XPU besides CUDA, MPS etc. (#34777)
add XPU
2024-11-18 09:58:50 -08:00
Fanli Lin
8568bf1bcf
[docs] make empty_cache device-agnostic (#34774)
make device-agnostic
2024-11-18 09:58:26 -08:00
Ofek Lev
eb0ab3ed4b
Fix broken link (#34618) 2024-11-18 14:13:26 +01:00
Raushan Turganbay
1646ffb4d1
VLMs: patch_size -> num_image_tokens in processing (#33424)
* use num additional tokens

* fix copies + docs

* another fix copies :)

* add docs

* move order for BC
2024-11-18 13:21:07 +01:00
Shane A
3ee24e2208
Add OLMo November 2024 (#34551)
* Add model skeletion with transformers-cli add-new-model-like

* Convert config to modular, add rms_norm_eps, delete clip_qkv

* Convert model to modular, add RMSNorm

* Add flash attention with qk norm and no qkv clipping

* Add decoder layer with RMSNorm after attention/feedforward layers

* Add base and causal model

* Add converter improvements from OLMo repo

* Update weight loading in OLMo to HF converter

* Set correct default for rms_norm_eps

* Set correct pipeline_model_mapping in test

* Run make fixup

* Fix model type

* Re-run modular conversion

* Manually set config docs to fix build errors

* Convert olmo-1124 to olmo_1124 to fix flash attention docs errors

* Start updating tests

* Update tests

* Copy upstream test_eager_matches_sdpa_inference_1_bfloat16 changes to olmo_1124

* Rename input_layernorm and post_attention_layernorm to reflect their ops better

* Use correct tokenizer

* Remove test unsupported by GPT2 tokenizer

* Create GenerationConfig outside of from_pretrained call

* Use simpler init file structure

* Add explicit __all__ to support simplified init

* Make safetensor serialization the default

* Update OLMo November 2024 docs
2024-11-18 10:43:10 +01:00
jiqing-feng
52ea4aa589
add xpu path for awq (#34712)
* add xpu path for awq

* update readme
2024-11-15 15:45:24 +01:00
Lysandre Debut
f5dbfab7f3
Update llava.md (#34749)
LLava -> Llava
2024-11-15 15:39:57 +01:00
Fanli Lin
a3d69a8994
[docs] add xpu device check (#34684)
* add XPU path

* use accelerate API

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

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

* update more places with accelerate API

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
2024-11-13 14:16:59 -08:00
Pedro Cuenca
e7c36a9d57
[docs] Broken link in generation_strategies (#34717)
[docs] Broken link
2024-11-13 13:44:42 -08:00
Fanli Lin
25f510a9c6
[docs] update not-working model revision (#34682)
update revision
2024-11-11 07:09:31 -08:00
Aymeric Roucher
3ea3ab62d8
Agents: turn any Space into a Tool with Tool.from_space() (#34561)
* Agents: you can now load a Space as a tool
2024-11-10 12:22:40 +01:00
Raushan Turganbay
187439c3fa
VLM: special multimodal Tokenizer (#34461)
* kinda works

* update

* add tests

* update

* use special tokens in processors

* typo

* fix copies

* fix

* fix moshi after rebase

* update

* fix tests

* update

* Update docs/source/en/main_classes/tokenizer.md

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

* update docs

* test for load time adding tokens

* fix some more tests which are now fetched better

* one more fix

---------

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
2024-11-04 16:37:51 +01:00
jiqing-feng
2801d7bcf6
update doc (#34478)
* update doc

* Update docs/source/en/perf_train_cpu.md

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

* delete closing tip

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
2024-10-31 15:59:23 -07:00
Yoni Gozlan
203e27059b
Add image text to text pipeline (#34170)
* Standardize image-text-to-text-models-output

add post_process_image_text_to_text to chameleon and cleanup

Fix legacy kwarg behavior and deprecation warning

add post_process_image_text_to_text to qwen2_vl and llava_onevision

Add post_process_image_text_to_text to idefics3, mllama, pixtral processor

* nit var name post_process_image_text_to_text udop

* nit fix deprecation warnings

* Add image-text-to-text pipeline

* add support for image url in chat template for pipeline

* Reformat to be fully compatible with chat templates

* Add tests chat template

* Fix imports and tests

* Add pipeline tag

* change logic handling of single prompt ans multiple images

* add pipeline mapping to models

* fix batched inference

* fix tests

* Add manual batching for preprocessing

* Fix outputs with nested images

* Add support for all common processing kwargs

* Add default padding when multiple text inputs (batch size>1)

* nit change version deprecation warning

* Add support for text only inference

* add chat_template warnings

* Add pipeline tests and add copied from post process function

* Fix batched pipeline tests

* nit

* Fix pipeline tests blip2

* remove unnecessary max_new_tokens

* revert processing kosmos2 and remove unnecessary max_new_tokens

* fix pipeline tests idefics

* Force try loading processor if pipeline supports it

* revert load_processor change

* hardcode loading only processor

* remove unnecessary try except

* skip imagetexttotext tests for kosmos2 as tiny model causes problems

* Make code clearer

* Address review comments

* remove preprocessing logic from pipeline

* fix fuyu

* add BC resize fuyu

* Move post_process_image_text_to_text to ProcessorMixin

* add guard in post_process

* fix zero shot object detection pipeline

* add support for generator input in pipeline

* nit

* change default image-text-to-text model to llava onevision

* fix owlv2 size dict

* Change legacy deprecation warning to only show when True
2024-10-31 15:48:11 -04:00
Yoni Gozlan
48872fd6ae
Add Image Processor Fast RT-DETR (#34354)
* add fast image processor rtdetr

* add gpu/cpu test and fix docstring

* remove prints

* add to doc

* nit docstring

* avoid iterating over images/annotations several times

* change torch typing

* Add image processor fast documentation
2024-10-30 13:49:47 -04:00
Vladislav Bronzov
5251fe6271
Add GGUF for Mamba (#34200)
* add mamba architecture for gguf

* add logic for weights conversion, some fixes and refactoring

* add lm_head layers, unit test refactoring

* more fixes for tests

* remove lm_head creation

* remove unused comments
2024-10-30 16:52:17 +01:00
Raushan Turganbay
0f764a5af7
Mllama: update docs (#34334)
* update docs

* be more explicit

* use avaialble methods
2024-10-30 10:11:50 +01:00
Apoorv Khandelwal
e9ad460494
Adding optimizer_cls_and_kwargs to Trainer.__init__ (#34358)
* Adding `optimizer_cls_and_kwargs` to `Trainer.__init__`

* formatting

* make fix-copies docstring

* added more docs for optimizer_cls_and_kwargs

* add docs for Trainer(optimizer_cls_and_kwargs)

* reverting anchor names
2024-10-29 16:23:16 +01:00
Martin Gubri
626c610a4d
Fix perplexity computation in perplexity.md (#34387)
fix average NLL in perplexity.md
2024-10-29 11:10:10 +01:00
StevenBucaille
a1835195d1
🚨🚨🚨 [SuperPoint] Fix keypoint coordinate output and add post processing (#33200)
* feat: Added int conversion and unwrapping

* test: added tests for post_process_keypoint_detection of SuperPointImageProcessor

* docs: changed docs to include post_process_keypoint_detection method and switched from opencv to matplotlib

* test: changed test to not depend on SuperPointModel forward

* test: added missing require_torch decorator

* docs: changed pyplot parameters for the keypoints to be more visible in the example

* tests: changed import torch location to make test_flax and test_tf

* Revert "tests: changed import torch location to make test_flax and test_tf"

This reverts commit 39b32a2f69.

* tests: fixed import

* chore: applied suggestions from code review

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

* tests: fixed import

* tests: fixed import (bis)

* tests: fixed import (ter)

* feat: added choice of type for target_size and changed tests accordingly

* docs: updated code snippet to reflect the addition of target size type choice in post process method

* tests: fixed imports (...)

* tests: fixed imports (...)

* style: formatting file

* docs: fixed typo from image[0] to image.size[0]

* docs: added output image and fixed some tests

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

Co-authored-by: Pavel Iakubovskii <qubvel@gmail.com>

* fix: included SuperPointKeypointDescriptionOutput in TYPE_CHECKING if statement and changed tests results to reflect changes to SuperPoint from absolute keypoints coordinates to relative

* docs: changed SuperPoint's docs to print output instead of just accessing

* style: applied make style

* docs: added missing output type and precision in docstring of post_process_keypoint_detection

* perf: deleted loop to perform keypoint conversion in one statement

* fix: moved keypoint conversion at the end of model forward

* docs: changed SuperPointInterestPointDecoder to SuperPointKeypointDecoder class name and added relative (x, y) coordinates information to its method

* fix: changed type hint

* refactor: removed unnecessary brackets

* revert: SuperPointKeypointDecoder to SuperPointInterestPointDecoder

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

Co-authored-by: Pavel Iakubovskii <qubvel@gmail.com>

---------

Co-authored-by: Steven Bucaille <steven.bucaille@buawei.com>
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Pavel Iakubovskii <qubvel@gmail.com>
2024-10-29 09:36:03 +00:00