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Matthijs Hollemans 4ece3b9433 add VITS model (#24085) 
* add VITS model

* let's vits

* finish TextEncoder (mostly)

* rename VITS to Vits

* add StochasticDurationPredictor

* ads flow model

* add generator

* correctly set vocab size

* add tokenizer

* remove processor & feature extractor

* add PosteriorEncoder

* add missing weights to SDP

* also convert LJSpeech and VCTK checkpoints

* add training stuff in forward

* add placeholder tests for tokenizer

* add placeholder tests for model

* starting cleanup

* let the great renaming begin!

* use config

* global_conditioning

* more cleaning

* renaming variables

* more renaming

* more renaming

* it never ends

* reticulating the splines

* more renaming

* HiFi-GAN

* doc strings for main model

* fixup

* fix-copies

* don't make it a PreTrainedModel

* fixup

* rename config options

* remove training logic from forward pass

* simplify relative position

* use actual checkpoint

* style

* PR review fixes

* more review changes

* fixup

* more unit tests

* fixup

* fix doc test

* add integration test

* improve tokenizer tests

* add tokenizer integration test

* fix tests on GPU (gave OOM)

* conversion script can handle repos from hub

* add conversion script for all MMS-TTS checkpoints

* automatically create a README for the converted checkpoint

* small changes to config

* push README to hub

* only show uroman note for checkpoints that need it

* remove conversion script because code formatting breaks the readme

* make WaveNet layers configurable

* rename variables

* simplifying the math

* output attentions and hidden states

* remove VitsFlip in flow model

* also got rid of the other flip

* fix tests

* rename more variables

* rename tokenizer, add phonemization

* raise error when phonemizer missing

* re-order config docstrings to match method

* change config naming

* remove redundant str -> list

* fix copyright: vits authors -> kakao enterprise

* (mean, log_variances) -> (prior_mean, prior_log_variances)

* if return dict -> if not return dict

* speed -> speaking rate

* Apply suggestions from code review

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

* update fused tanh sigmoid

* reduce dims in tester

* audio -> output_values

* audio -> output_values in tuple out

* fix return type

* fix return type

* make _unconstrained_rational_quadratic_spline a function

* all nn's to accept a config

* add spectro to output

* move {speaking rate, noise scale, noise scale duration} to config

* path -> attn_path

* idxs -> valid idxs -> padded idxs

* output values -> waveform

* use config for attention

* make generation work

* harden integration test

* add spectrogram to dict output

* tokenizer refactor

* make style

* remove 'fake' padding token

* harden tokenizer tests

* ron norm test

* fprop / save tests deterministic

* move uroman to tokenizer as much as possible

* better logger message

* fix vivit imports

* add uroman integration test

* make style

* up

* matthijs -> sanchit-gandhi

* fix tokenizer test

* make fix-copies

* fix dict comprehension

* fix config tests

* fix model tests

* make outputs consistent with reverse/not reverse

* fix key concat

* more model details

* add author

* return dict

* speaker error

* labels error

* Apply suggestions from code review

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

* Update src/transformers/models/vits/convert_original_checkpoint.py

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

* remove uromanize

* add docstrings

* add docstrings for tokenizer

* upper-case skip messages

* fix return dict

* style

* finish tests

* update checkpoints

* make style

* remove doctest file

* revert

* fix docstring

* fix tokenizer

* remove uroman integration test

* add sampling rate

* fix docs / docstrings

* style

* add sr to model output

* fix outputs

* style / copies

* fix docstring

* fix copies

* remove sr from model outputs

* Update utils/documentation_tests.txt

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

* add sr as allowed attr

---------

Co-authored-by: sanchit-gandhi <sanchit@huggingface.co>
Co-authored-by: Sanchit Gandhi <93869735+sanchit-gandhi@users.noreply.github.com>
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
2023-09-01 10:50:06 +01:00
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albert
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align
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altclip
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2023-08-19 11:15:38 +02:00
audio_spectrogram_transformer
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2023-08-02 20:22:36 +02:00
auto
Remote code improvements (#23959)
2023-06-06 14:31:14 -04:00
autoformer
Compute dropout_probability only in training mode (#24486)
2023-06-26 18:36:47 +02:00
bark
Update Bark generation configs and tests (#25409)
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bart
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barthez
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bartpho
Update quality tooling for formatting (#21480)
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beit
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bert
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bert_generation
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bert_japanese
Update quality tooling for formatting (#21480)
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bertweet
Update quality tooling for formatting (#21480)
2023-02-06 18:10:56 -05:00
big_bird
Revert "Fix gradient checkpointing + fp16 autocast for most models" (#24420)
2023-06-22 16:11:27 +02:00
bigbird_pegasus
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biogpt
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bit
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blenderbot
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blip
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blip_2
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bloom
Fix failing test_batch_generation for bloom (#25718)
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bridgetower
Refactor image processor testers (#25450)
2023-08-11 11:30:18 +01:00
byt5
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2023-02-06 18:10:56 -05:00
camembert
Better TF docstring types (#23477)
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canine
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chinese_clip
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clap
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clip
Add FlaxCLIPTextModelWithProjection (#25254)
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clipseg
Fix test_model_parallelism (#25359)
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code_llama
[CodeLlama] Add support for CodeLlama (#25740)
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codegen
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conditional_detr
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convbert
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convnext
Refactor image processor testers (#25450)
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convnextv2
Update ConvNextV2ModelIntegrationTest::test_inference_image_classification_head (#23402)
2023-05-16 23:35:11 +02:00
cpm
Fix PipelineTests skip conditions (#22320)
2023-03-22 20:02:24 +01:00
cpmant
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ctrl
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cvt
Make more test models smaller (#25005)
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data2vec
Fix test_model_parallelism (#25359)
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deberta
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deberta_v2
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decision_transformer
🔥Rework pipeline testing by removing PipelineTestCaseMeta 🚀 (#21516)
2023-02-28 19:40:57 +01:00
deformable_detr
Refactor image processor testers (#25450)
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deit
Refactor image processor testers (#25450)
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deta
Refactor image processor testers (#25450)
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detr
fixing name position_embeddings to object_queries (#24652)
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dinat
Update old existing feature extractor references (#24552)
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dinov2
[DINOv2] Add backbone class (#25520)
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distilbert
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dit
Update old existing feature extractor references (#24552)
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donut
Refactor image processor testers (#25450)
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dpr
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dpt
Refactor image processor testers (#25450)
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efficientformer
Refactor image processor testers (#25450)
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efficientnet
🚨🚨🚨 Remove softmax for EfficientNetForImageClassification 🚨🚨🚨 (#25501)
2023-08-14 17:08:47 +01:00
electra
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encodec
Make more test models smaller (#25005)
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encoder_decoder
Move TF building to an actual build() method (#23760)
2023-06-06 18:30:51 +01:00
ernie
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ernie_m
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esm
Fix test_model_parallelism (#25359)
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falcon
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flaubert
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flava
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fnet
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focalnet
Update tiny models and pipeline tests (#23446)
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fsmt
update_pip_test_mapping (#22606)
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funnel
Big TF test cleanup (#24282)
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git
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glpn
Input data format (#25464)
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gpt2
Correct attention mask dtype for Flax GPT2 (#25636)
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gpt_bigcode
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gpt_neo
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gpt_neox
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gpt_neox_japanese
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gpt_sw3
Add gpt-sw3 model to transformers (#20209)
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gptj
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gptsan_japanese
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graphormer
Make more test models smaller (#25005)
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groupvit
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herbert
Update quality tooling for formatting (#21480)
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hubert
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ibert
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idefics
[idefics] idefics-9b test use 4bit quant (#25734)
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imagegpt
Input data format (#25464)
2023-08-16 17:45:02 +01:00
informer
Revert "Fix gradient checkpointing + fp16 autocast for most models" (#24420)
2023-06-22 16:11:27 +02:00
instructblip
[InstructBlip] FINAL Fix instructblip test (#25887)
2023-08-31 17:01:27 +02:00
jukebox
Replaces calls to .cuda with .to(torch_device) in tests (#25571)
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layoutlm
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layoutlmv2
[split_special_tokens] Add support for split_special_tokens argument to encode (#25081)
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layoutlmv3
[split_special_tokens] Add support for split_special_tokens argument to encode (#25081)
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layoutxlm
[split_special_tokens] Add support for split_special_tokens argument to encode (#25081)
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led
Speed up TF tests by reducing hidden layer counts (#24595)
2023-06-30 16:30:33 +01:00
levit
Refactor image processor testers (#25450)
2023-08-11 11:30:18 +01:00
lilt
Revert "Fix gradient checkpointing + fp16 autocast for most models" (#24420)
2023-06-22 16:11:27 +02:00
llama
[LlamaTokenizer] tokenize nits. (#25793)
2023-08-29 15:08:14 +02:00
longformer
Fix more offload edge cases (#25342)
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longt5
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luke
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lxmert
Big TF test cleanup (#24282)
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m2m_100
update_pip_test_mapping (#22606)
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marian
Marian: post-hack-fix correction (#25459)
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markuplm
[split_special_tokens] Add support for split_special_tokens argument to encode (#25081)
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mask2former
Refactor image processor testers (#25450)
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maskformer
Fix MaskFormerModelIntegrationTest OOM (#25544)
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mbart
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mbart50
Replace as_target context managers by direct calls (#18325)
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mega
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megatron_bert
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megatron_gpt2
Move test model folders (#17034)
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mgp_str
Refactor image processor testers (#25450)
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mluke
Black preview (#17217)
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mobilebert
Hotfix
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mobilenet_v1
Refactor image processor testers (#25450)
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mobilenet_v2
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mobilevit
Refactor image processor testers (#25450)
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mobilevitv2
Make more test models smaller (#25005)
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mpnet
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mpt
Fix test_modeling_mpt typo in model id (#25606)
2023-08-21 11:11:21 +02:00
mra
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mt5
Better TF docstring types (#23477)
2023-05-24 13:52:52 +01:00
musicgen
[MusicGen] Fix integration tests (#25169)
2023-07-28 18:50:15 +01:00
mvp
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nat
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nezha
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nllb
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2023-04-04 14:53:06 +02:00
nllb_moe
[NllbMoe] Update code to properly support loss computation (#25429)
2023-08-17 17:21:56 +02:00
nystromformer
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oneformer
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openai
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opt
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owlvit
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pegasus
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pegasus_x
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perceiver
Fix last models for common tests that are too big. (#25058)
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phobert
Update quality tooling for formatting (#21480)
2023-02-06 18:10:56 -05:00
pix2struct
Input data format (#25464)
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plbart
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poolformer
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pop2piano
update remaining Pop2Piano checkpoints (#25827)
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prophetnet
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pvt
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qdqbert
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rag
Big TF test cleanup (#24282)
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realm
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reformer
Generate: skip left-padding tests on old models (#23437)
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regnet
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rembert
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resnet
Update old existing feature extractor references (#24552)
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roberta
Fix test_model_parallelism (#25359)
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roberta_prelayernorm
Fix test_model_parallelism (#25359)
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roc_bert
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roformer
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rwkv
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sam
Revert "Fix gradient checkpointing + fp16 autocast for most models" (#24420)
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segformer
Refactor image processor testers (#25450)
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sew
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sew_d
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speech_encoder_decoder
Update quality tooling for formatting (#21480)
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speech_to_text
Update some torchscript tests after #24505 (#24566)
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speech_to_text_2
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speecht5
Add Number Normalisation for SpeechT5 (#25447)
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splinter
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squeezebert
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2023-08-02 20:22:36 +02:00
swiftformer
Fix last models for common tests that are too big. (#25058)
2023-07-25 07:56:04 -04:00
swin
Update old existing feature extractor references (#24552)
2023-06-29 10:17:36 +01:00
swin2sr
Input data format (#25464)
2023-08-16 17:45:02 +01:00
swinv2
Update old existing feature extractor references (#24552)
2023-06-29 10:17:36 +01:00
switch_transformers
Switch Transformers: remove overwritten beam sample test (#25458)
2023-08-11 13:16:01 +01:00
t5
[LlamaTokenizer] tokenize nits. (#25793)
2023-08-29 15:08:14 +02:00
table_transformer
Fix last models for common tests that are too big. (#25058)
2023-07-25 07:56:04 -04:00
tapas
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
2023-08-02 20:22:36 +02:00
time_series_transformer
Revert "Fix gradient checkpointing + fp16 autocast for most models" (#24420)
2023-06-22 16:11:27 +02:00
timesformer
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
2023-08-02 20:22:36 +02:00
timm_backbone
Fix last models for common tests that are too big. (#25058)
2023-07-25 07:56:04 -04:00
transfo_xl
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
2023-08-02 20:22:36 +02:00
trocr
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
2023-08-02 20:22:36 +02:00
tvlt
Input data format (#25464)
2023-08-16 17:45:02 +01:00
umt5
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
2023-08-02 20:22:36 +02:00
unispeech
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
2023-08-02 20:22:36 +02:00
unispeech_sat
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
2023-08-02 20:22:36 +02:00
upernet
Fix last models for common tests that are too big. (#25058)
2023-07-25 07:56:04 -04:00
videomae
Input data format (#25464)
2023-08-16 17:45:02 +01:00
vilt
Refactor image processor testers (#25450)
2023-08-11 11:30:18 +01:00
vision_encoder_decoder
Update old existing feature extractor references (#24552)
2023-06-29 10:17:36 +01:00
vision_text_dual_encoder
Fix VisionTextDualEncoderIntegrationTest (#24661)
2023-07-05 13:44:30 +02:00
visual_bert
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
2023-08-02 20:22:36 +02:00
vit
Refactor image processor testers (#25450)
2023-08-11 11:30:18 +01:00
vit_hybrid
fix vit hybrid test (#25543)
2023-08-16 17:02:57 +02:00
vit_mae
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
2023-08-02 20:22:36 +02:00
vit_msn
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
2023-08-02 20:22:36 +02:00
vitdet
Add ViTDet (#25524)
2023-08-29 10:03:52 +01:00
vits
add VITS model (#24085)
2023-09-01 10:50:06 +01:00
vivit
Input data format (#25464)
2023-08-16 17:45:02 +01:00
wav2vec2
Mark flaky tests (#25463)
2023-08-11 15:26:45 +01:00
wav2vec2_conformer
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
2023-08-02 20:22:36 +02:00
wav2vec2_phoneme
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
wav2vec2_with_lm
Fix test_word_time_stamp_integration for Wav2Vec2ProcessorWithLMTest (#22800)
2023-04-17 12:41:55 +02:00
wavlm
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
2023-08-02 20:22:36 +02:00
whisper
Skip test_beam_search_xla_generate_simple for T5 (#25566)
2023-08-17 15:30:46 +02:00
x_clip
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
2023-08-02 20:22:36 +02:00
xglm
Replaces calls to .cuda with .to(torch_device) in tests (#25571)
2023-08-18 12:40:40 +02:00
xlm
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
2023-08-02 20:22:36 +02:00
xlm_prophetnet
Update expected values in XLMProphetNetModelIntegrationTest (#21957)
2023-03-06 09:15:44 +01:00
xlm_roberta
Better TF docstring types (#23477)
2023-05-24 13:52:52 +01:00
xlm_roberta_xl
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
2023-08-02 20:22:36 +02:00
xlnet
Skip test_contrastive_generate for TFXLNet (#25574)
2023-08-17 18:56:34 +02:00
xmod
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
2023-08-02 20:22:36 +02:00
yolos
Refactor image processor testers (#25450)
2023-08-11 11:30:18 +01:00
yoso
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
2023-08-02 20:22:36 +02:00
__init__.py
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00