Commit Graph

27 Commits

Author SHA1 Message Date
Joao Gante
d29738f5b4
Generate tests: modality-agnostic input preparation (#33685) 2024-10-03 14:01:24 +01:00
Joao Gante
2fdb5e74cc
VLM generate: tests can't generate image/video tokens (#33623) 2024-09-20 15:43:27 +01:00
Raushan Turganbay
d7975a5874
VLMs: enable generation tests (#33533)
* add tests

* fix whisper

* update

* nit

* add qwen2-vl

* more updates!

* better this way

* fix this one

* fix more tests

* fix final tests, hope so

* fix led

* Update tests/generation/test_utils.py

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

* pr comments

* not pass pixels and extra for low-mem tests, very flaky because of visio tower

---------

Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>
2024-09-19 12:04:24 +02:00
Joao Gante
70d5df6107
Generate: unify LogitsWarper and LogitsProcessor (#32626) 2024-08-16 11:20:41 +01:00
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
amyeroberts
25245ec26d
Rename test_model_common_attributes -> test_model_get_set_embeddings (#31321)
* Rename to test_model_common_attributes
The method name is misleading - it is testing being able to get and set embeddings, not common attributes to all models

* Explicitly skip
2024-06-07 19:40:26 +01:00
Arthur
673440d073
update ruff version (#30932)
* update ruff version

* fix research projects

* Empty

* Fix errors

---------

Co-authored-by: Lysandre <lysandre@huggingface.co>
2024-05-22 06:40:15 +02:00
JB (Don)
54a2361a29
Adding _tie_weights() to prediction heads to support low_cpu_mem_usage=True (#29024)
* Adding _tie_weights() to prediction heads to support low_cpu_mem_usage=True

* Testing for the non-safe-tensors case, since the default is safe-tensors already

* Running fixup/fix-copies

* Adding accelerate annotations to tests
2024-05-07 11:12:21 +02:00
Raushan Turganbay
38a4bf79ad
Encoder-decoder models: move embedding scale to nn.Module (#30410)
* move scaling to nn.Module

* let the test be here for now (need to fix)

* failing tests

* last failing models

* Revert commit 4c14817f38

* clean-up

* oops forgot

* codestyle

* raise NotImplemented when possible

* Update tests/test_modeling_common.py

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

* skip tests in respective modeling files

---------

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2024-05-01 12:33:00 +05:00
Yoach Lacombe
90cb55bf77
🚨 Add training compatibility for Musicgen-like models (#29802)
* first modeling code

* make repository

* still WIP

* update model

* add tests

* add latest change

* clean docstrings and copied from

* update docstrings md and readme

* correct chroma function

* correct copied from and remove unreleated test

* add doc to toctree

* correct imports

* add convert script to notdoctested

* Add suggestion from Sanchit

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

* correct get_uncoditional_inputs docstrings

* modify README according to SANCHIT feedback

* add chroma to audio utils

* clean librosa and torchaudio hard dependencies

* fix FE

* refactor audio decoder -> audio encoder for consistency with previous musicgen

* refactor conditional -> encoder

* modify sampling rate logics

* modify license at the beginning

* refactor all_self_attns->all_attentions

* remove ignore copy from causallm generate

* add copied from for from_sub_models

* fix make copies

* add warning if audio is truncated

* add copied from where relevant

* remove artefact

* fix convert script

* fix torchaudio and FE

* modify chroma method according to feedback-> better naming

* refactor input_values->input_features

* refactor input_values->input_features and fix import fe

* add input_features to docstrigs

* correct inputs_embeds logics

* remove dtype conversion

* refactor _prepare_conditional_hidden_states_kwargs_for_generation ->_prepare_encoder_hidden_states_kwargs_for_generation

* change warning for chroma length

* Update src/transformers/models/musicgen_melody/convert_musicgen_melody_transformers.py

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

* change way to save wav, using soundfile

* correct docs and change to soundfile

* fix import

* fix init proj layers

* add draft training

* fix cross entropy

* clean loss computation

* fix labels

* remove line breaks from md

* fix issue with docstrings

* add FE suggestions

* improve is in logics and remove useless imports

* remove custom from_pretrained

* simplify docstring code

* add suggestions for modeling tests

* make style

* update converting script with sanity check

* remove encoder attention mask from conditional generation

* replace musicgen melody checkpoints with official orga

* rename ylacombe->facebook in checkpoints

* fix copies

* remove unecessary warning

* add shape in code docstrings

* add files to slow doc tests

* fix md bug and add md to not_tested

* make fix-copies

* fix hidden states test and batching

* update training code

* add training tests for melody

* add training for o.g musicgen

* fix copied from

* remove final todos

* make style

* fix style

* add suggestions from review

* add ref to the original loss computation code

* rename method + fix labels in tests

* make style

---------

Co-authored-by: Sanchit Gandhi <93869735+sanchit-gandhi@users.noreply.github.com>
2024-04-25 12:51:19 +02:00
amyeroberts
aca4a1037f
Don't run fp16 MusicGen tests on CPU (#30466) 2024-04-25 11:14:07 +01:00
Raushan Turganbay
b1cd48740e
Do not remove half seq length in generation tests (#30016)
* remove seq length from generation tests

* style and quality

* [test_all] & PR suggestion

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

* Update tests/generation/test_utils.py

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

* [test all] remove unused variables

---------

Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
2024-04-19 17:32:52 +01:00
Yoach Lacombe
0d04b1e25a
Add Flash Attention 2 support to Musicgen and Musicgen Melody (#29939)
* add FA2 to o.g Musicgen

* make style

* add FA2 support to Musicgen Melody

* add generation FA2 tests to o.g Musicgen

* make style and fix copies

* add Musicgen to FA2 docs + deprecate list

* add sdpa supports to Musicgen's

* make style and fix copies

* refactor attention implementation arguments

* add Copied from to sdpa tests

* add copied form in sdpa tests melody

* add copied for FA2 generation tests

* add FA2 inference copied from

* make style
2024-04-02 11:23:49 +01:00
Joao Gante
1a5c500f12
Tests: Musicgen tests + make fix-copies (#29734)
* make fix-copies

* some tests fixed

* tests fixed
2024-03-20 08:45:53 +01:00
Raushan Turganbay
425ba56cdf
Clean-up generation tests after moving methods to private (#29582)
* clean-up tests

* refine comments

* fix musicgen tests

* make style

* remove slow decorator from a test

* more clean-up

* fix other failing tests
2024-03-19 17:03:31 +00:00
Yih-Dar
fe085560d0
Fix multi_gpu_data_parallel_forward for MusicgenTest (#29632)
update

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2024-03-13 19:12:20 +01:00
Raushan Turganbay
8e64ba2890
Add tests for batching support (#29297)
* add tests for batching support

* Update src/transformers/models/fastspeech2_conformer/modeling_fastspeech2_conformer.py

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

* Update src/transformers/models/fastspeech2_conformer/modeling_fastspeech2_conformer.py

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

* Update tests/test_modeling_common.py

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

* Update tests/test_modeling_common.py

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

* Update tests/test_modeling_common.py

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

* fixes and comments

* use cosine distance for conv models

* skip mra model testing

* Update tests/models/vilt/test_modeling_vilt.py

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

* finzalize  and make style

* check model type by input names

* Update tests/models/vilt/test_modeling_vilt.py

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

* fixed batch size for all testers

* Revert "fixed batch size for all testers"

This reverts commit 525f3a0a05.

* add batch_size for all testers

* dict from model output

* do not skip layoutlm

* bring back some code from git revert

* Update tests/test_modeling_common.py

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

* Update tests/test_modeling_common.py

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

* clean-up

* where did minus go in tolerance

* make whisper happy

* deal with consequences of losing minus

* deal with consequences of losing minus

* maskformer needs its own test for happiness

* fix more models

* tag flaky CV models from Amy's approval

* make codestyle

---------

Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2024-03-12 17:46:19 +00:00
amyeroberts
0996a10077
Revert low cpu mem tie weights (#29135)
* Revert "Add tie_weights() to LM heads and set bias in set_output_embeddings() (#28948)"

This reverts commit 725f4ad1cc.

* Revert "Patch to skip failing `test_save_load_low_cpu_mem_usage` tests (#29043)"

This reverts commit 4156f517ce.
2024-02-20 12:06:46 +00:00
amyeroberts
4156f517ce
Patch to skip failing test_save_load_low_cpu_mem_usage tests (#29043)
* Patch to skip currently failing tests

* Whoops - wrong place
2024-02-15 17:26:33 +00:00
Joao Gante
7e0ddf89f4
Generate: consolidate output classes (#28494) 2024-01-15 17:04:08 +00:00
Sanchit Gandhi
f16ff0f07e
MusicGen Update (#27084)
* [MusicGen] Add stereo model

* safe serialization

* Update src/transformers/models/musicgen/modeling_musicgen.py

* split over 2 lines

* fix slow tests on cuda
2023-11-08 13:26:02 +00:00
Hz, Ji
50378cbf6c
device agnostic models testing (#27146)
* device agnostic models testing

* add decorator `require_torch_fp16`

* make style

* apply review suggestion

* Oops, the fp16 decorator was misused
2023-10-31 18:12:14 +01:00
Sanchit Gandhi
d70fab8b20
[TTA Pipeline] Test MusicGen and VITS (#26146) 2023-09-15 10:00:36 +01:00
Sanchit Gandhi
03f98f9683
[MusicGen] Fix integration tests (#25169)
* move to device

* update with cuda values

* fix fp16

* more rigorous
2023-07-28 18:50:15 +01:00
Yih-Dar
717dadc6f3
Skip torchscript tests for MusicgenForConditionalGeneration (#24782)
fix

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2023-07-13 15:54:18 +02:00
Nripesh Niketan
bd9dfc23b9
Add is_torch_mps_available function to utils (#24660)
* Add mps function utils

* black formating

* format fix

* Added MPS functionality to transformers

* format fix
2023-07-05 16:02:20 +02:00
Sanchit Gandhi
1c1c90756d
Add Musicgen (#24109)
* Add Audiocraft

* add cross attention

* style

* add for lm

* convert and verify

* introduce t5

* split configs

* load t5 + lm

* clean conversion

* copy from t5

* style

* start pattern provider

* make generation work

* style

* fix pos embs

* propagate shape changes

* propagate shape changes

* style

* delay pattern: pad tokens at end

* audiocraft -> musicgen

* fix inits

* add mdx

* style

* fix pad token in processor

* override generate and add todos

* add init to test

* undo pattern delay mask after gen

* remove cfg logits processor

* remove cfg logits processor

* remove logits processor in favour of mask

* clean pos embs

* make fix copies

* update readmes

* clean pos emb

* refactor encoder/decoder

* make fix copies

* update conversion

* fix config imports

* update config docs

* make style

* send pattern mask to device

* pattern mask with delay

* recover prompted audio tokens

* fix docstrings

* laydown test file

* pattern edge case

* remove t5 ref

* add processing class

* config refactor

* better pattern comment

* check if mask is not present

* check if mask is not present

* refactor to auto class

* remove encoder configs

* fix processor

* processor import

* start updating conversion

* start updating tests

* make style

* convert t5, encodec, lm

* convert as composite

* also convert processor

* run generate

* classifier free gen

* comments and clean up

* make style

* docs for logit proc

* docstring for uncond gen

* start lm tests

* work tests

* let the lm generate

* refactor: reshape inside forward

* undo greedy loop changes

* from_enc_dec -> from_sub_model

* fix input id shapes in docstrings

* Apply suggestions from code review

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* undo generate changes

* from sub model config

* Update src/transformers/models/musicgen/modeling_musicgen.py

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* make generate work again

* generate uncond -> get uncond inputs

* remove prefix allowed tokens fn

* better error message

* logit proc checks

* Apply suggestions from code review

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

* make decoder only tests work

* composite fast tests

* make style

* uncond generation

* feat extr padding

* make audio prompt work

* fix inputs docstrings

* unconditional inputs: dict -> model output

* clean up tests

* more clean up tests

* make style

* t5 encoder -> auto text encoder

* remove comments

* deal with frames

* fix auto text

* slow tests

* nice mdx

* remove can generate

* todo - hub id

* convert m/l

* make fix copies

* only import generation with torch

* ignore decoder from tests

* don't wrap uncond inputs

* make style

* cleaner uncond inputs

* add example to musicgen forward

* fix docs

* ignore MusicGen Model/ForConditionalGeneration in auto mapping

* add doc section to toctree

* add to doc tests

* add processor tests

* fix push to hub in conversion

* tips for decoder only loading

* Apply suggestions from code review

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* fix conversion for s / m / l checkpoints

* import stopping criteria from module

* remove from pipeline tests

* fix uncond docstring

* decode audio method

* fix docs

* org: sanchit-gandhi -> facebook

* fix max pos embeddings

* remove auto doc (not compatible with shapes)

* bump max pos emb

* make style

* fix doc

* fix config doc

* fix config doc

* ignore musicgen config from docstring

* make style

* fix config

* fix config for doctest

* consistent from_sub_models

* don't automap decoder

* fix mdx save audio file

* fix mdx save audio file

* processor batch decode for audio

* remove keys to ignore

* update doc md

* update generation config

* allow changes for default generation config

* update tests

* make style

* fix docstring for uncond

* fix processor test

* fix processor test

---------

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2023-06-29 14:48:59 +01:00