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Younes Belkada ae9a344cce [Mistral] Add Flash Attention-2 support for mistral (#26464) 
* add FA-2 support for mistral

* fixup

* add sliding windows

* fixing few nits

* v1 slicing cache - logits do not match

* add comment

* fix bugs

* more mem efficient

* add warning once

* add warning once

* oops

* fixup

* more comments

* copy

* add safety checker

* fixup

* Update src/transformers/models/mistral/modeling_mistral.py

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

* copied from

* up

* raise when padding side is right

* fixup

* add doc + few minor changes

* fixup

---------

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
2023-10-03 13:44:46 +02:00
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albert
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align
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altclip
Hotfix
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audio_spectrogram_transformer
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
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auto
Remote code improvements (#23959)
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autoformer
Compute dropout_probability only in training mode (#24486)
2023-06-26 18:36:47 +02:00
bark
Update tiny model information and pipeline tests (#26285)
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bart
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barthez
Update quality tooling for formatting (#21480)
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bartpho
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beit
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bert
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bert_generation
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bert_japanese
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bertweet
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big_bird
Revert "Fix gradient checkpointing + fp16 autocast for most models" (#24420)
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bigbird_pegasus
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biogpt
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bit
Update old existing feature extractor references (#24552)
2023-06-29 10:17:36 +01:00
blenderbot
Overhaul Conversation class and prompt templating (#25323)
2023-09-14 15:10:34 +01:00
blenderbot_small
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blip
Input data format (#25464)
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blip_2
Update tiny model information and pipeline tests (#26285)
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bloom
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bridgetower
Refactor image processor testers (#25450)
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bros
Update tiny model information and pipeline tests (#26285)
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byt5
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camembert
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canine
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chinese_clip
Input data format (#25464)
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clap
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2023-08-02 20:22:36 +02:00
clip
Add FlaxCLIPTextModelWithProjection (#25254)
2023-08-25 10:58:14 +02:00
clipseg
Fix test_model_parallelism (#25359)
2023-08-08 10:48:45 +02:00
code_llama
Code-llama-nit (#26300)
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codegen
🚨🚨 🚨🚨 [Tokenizer] attemp to fix add_token issues🚨🚨 🚨🚨 (#23909)
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conditional_detr
Refactor image processor testers (#25450)
2023-08-11 11:30:18 +01:00
convbert
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2023-08-02 20:22:36 +02:00
convnext
Refactor image processor testers (#25450)
2023-08-11 11:30:18 +01:00
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
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
2023-08-02 20:22:36 +02:00
ctrl
moved ctrl to Salesforce/ctrl (#26183)
2023-09-18 13:52:43 +02:00
cvt
Make more test models smaller (#25005)
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data2vec
Fix typo (#25966)
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deberta
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deberta_v2
🚨🚨 🚨🚨 [Tokenizer] attemp to fix add_token issues🚨🚨 🚨🚨 (#23909)
2023-09-18 20:28:36 +02:00
decision_transformer
🔥Rework pipeline testing by removing PipelineTestCaseMeta 🚀 (#21516)
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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)
2023-08-11 11:30:18 +01:00
detr
Fix Detr CI (#25972)
2023-09-05 11:19:56 +02:00
dinat
Update old existing feature extractor references (#24552)
2023-06-29 10:17:36 +01:00
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)
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ernie
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ernie_m
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2023-08-02 20:22:36 +02:00
esm
added support for gradient checkpointing in ESM models (#26386)
2023-09-26 10:15:53 +02:00
falcon
Revert falcon exception (#26472)
2023-10-02 09:13:19 +02:00
flaubert
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flava
Input data format (#25464)
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fnet
Fix model integration ci (#26322)
2023-10-02 13:55:46 +02:00
focalnet
Update tiny models and pipeline tests (#23446)
2023-05-18 17:29:04 +02:00
fsmt
Fix FSMT weight sharing (#26292)
2023-09-21 14:46:05 +02:00
funnel
Big TF test cleanup (#24282)
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git
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
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glpn
Input data format (#25464)
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gpt2
🚨🚨 🚨🚨 [Tokenizer] attemp to fix add_token issues🚨🚨 🚨🚨 (#23909)
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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
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gptj
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gptsan_japanese
🚨🚨 🚨🚨 [Tokenizer] attemp to fix add_token issues🚨🚨 🚨🚨 (#23909)
2023-09-18 20:28:36 +02:00
graphormer
Make more test models smaller (#25005)
2023-07-24 10:08:47 -04:00
groupvit
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herbert
Update quality tooling for formatting (#21480)
2023-02-06 18:10:56 -05:00
hubert
[Wav2Vec2 and Co] Update init tests for PT 2.1 (#26494)
2023-10-03 10:52:34 +02:00
ibert
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idefics
Fix model integration ci (#26322)
2023-10-02 13:55:46 +02:00
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
Fix model integration ci (#26322)
2023-10-02 13:55:46 +02:00
jukebox
Replaces calls to .cuda with .to(torch_device) in tests (#25571)
2023-08-18 12:40:40 +02:00
layoutlm
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2023-08-02 20:22:36 +02:00
layoutlmv2
Overhaul Conversation class and prompt templating (#25323)
2023-09-14 15:10:34 +01:00
layoutlmv3
🚨🚨 🚨🚨 [Tokenizer] attemp to fix add_token issues🚨🚨 🚨🚨 (#23909)
2023-09-18 20:28:36 +02:00
layoutxlm
Overhaul Conversation class and prompt templating (#25323)
2023-09-14 15:10:34 +01:00
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
[core ] Integrate Flash attention 2 in most used models (#25598)
2023-09-22 17:42:10 +02:00
longformer
Fix more offload edge cases (#25342)
2023-08-07 17:45:41 +02:00
longt5
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
2023-08-02 20:22:36 +02:00
luke
🚨🚨 🚨🚨 [Tokenizer] attemp to fix add_token issues🚨🚨 🚨🚨 (#23909)
2023-09-18 20:28:36 +02:00
lxmert
Big TF test cleanup (#24282)
2023-06-16 15:40:49 +01:00
m2m_100
🚨🚨 🚨🚨 [Tokenizer] attemp to fix add_token issues🚨🚨 🚨🚨 (#23909)
2023-09-18 20:28:36 +02:00
marian
Fix MarianTokenizer to remove metaspace character in decode (#26091)
2023-09-12 21:53:31 +02:00
markuplm
Add tokenizer kwargs to fill mask pipeline. (#26234)
2023-10-03 10:25:10 +02:00
mask2former
Refactor image processor testers (#25450)
2023-08-11 11:30:18 +01:00
maskformer
Fix MaskFormerModelIntegrationTest OOM (#25544)
2023-08-16 18:11:24 +02:00
mbart
fix_mbart_tied_weights (#26422)
2023-09-28 15:08:35 +02:00
mbart50
Replace as_target context managers by direct calls (#18325)
2022-07-29 08:09:09 -04:00
mega
Fix Mega chunking error when using decoder-only model (#25765)
2023-09-05 21:50:14 +02:00
megatron_bert
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
2023-08-02 20:22:36 +02:00
megatron_gpt2
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
mgp_str
Refactor image processor testers (#25450)
2023-08-11 11:30:18 +01:00
mistral
[Mistral] Add Flash Attention-2 support for mistral (#26464)
2023-10-03 13:44:46 +02:00
mluke
🚨🚨 🚨🚨 [Tokenizer] attemp to fix add_token issues🚨🚨 🚨🚨 (#23909)
2023-09-18 20:28:36 +02:00
mobilebert
Hotfix
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mobilenet_v1
Refactor image processor testers (#25450)
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mobilenet_v2
Refactor image processor testers (#25450)
2023-08-11 11:30:18 +01:00
mobilevit
Refactor image processor testers (#25450)
2023-08-11 11:30:18 +01:00
mobilevitv2
Make more test models smaller (#25005)
2023-07-24 10:08:47 -04:00
mpnet
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
2023-08-02 20:22:36 +02:00
mpt
Fix test_modeling_mpt typo in model id (#25606)
2023-08-21 11:11:21 +02:00
mra
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
2023-08-02 20:22:36 +02:00
mt5
Better TF docstring types (#23477)
2023-05-24 13:52:52 +01:00
musicgen
[TTA Pipeline] Test MusicGen and VITS (#26146)
2023-09-15 10:00:36 +01:00
mvp
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
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nat
Update old existing feature extractor references (#24552)
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nezha
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
2023-08-02 20:22:36 +02:00
nllb
🚨🚨🚨 [NLLB Tokenizer] Fix the prefix tokens 🚨🚨🚨 (#22313)
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
nougat
Add Nougat (#25942)
2023-09-26 07:06:04 +02:00
nystromformer
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oneformer
Refactor image processor testers (#25450)
2023-08-11 11:30:18 +01:00
openai
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2023-08-02 20:22:36 +02:00
opt
Replaces calls to .cuda with .to(torch_device) in tests (#25571)
2023-08-18 12:40:40 +02:00
owlvit
🚨🚨 🚨🚨 [Tokenizer] attemp to fix add_token issues🚨🚨 🚨🚨 (#23909)
2023-09-18 20:28:36 +02:00
pegasus
🚨🚨 🚨🚨 [Tokenizer] attemp to fix add_token issues🚨🚨 🚨🚨 (#23909)
2023-09-18 20:28:36 +02:00
pegasus_x
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
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perceiver
🚨🚨 🚨🚨 [Tokenizer] attemp to fix add_token issues🚨🚨 🚨🚨 (#23909)
2023-09-18 20:28:36 +02:00
persimmon
Fix model integration ci (#26322)
2023-10-02 13:55:46 +02:00
phobert
Update quality tooling for formatting (#21480)
2023-02-06 18:10:56 -05:00
pix2struct
Input data format (#25464)
2023-08-16 17:45:02 +01:00
plbart
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
2023-08-02 20:22:36 +02:00
poolformer
Refactor image processor testers (#25450)
2023-08-11 11:30:18 +01:00
pop2piano
Update tiny model information and pipeline tests (#26285)
2023-09-25 18:08:12 +02:00
prophetnet
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pvt
Refactor image processor testers (#25450)
2023-08-11 11:30:18 +01:00
qdqbert
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2023-08-02 20:22:36 +02:00
rag
Big TF test cleanup (#24282)
2023-06-16 15:40:49 +01:00
realm
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
2023-08-02 20:22:36 +02:00
reformer
Generate: skip left-padding tests on old models (#23437)
2023-05-18 11:04:51 +01:00
regnet
Update old existing feature extractor references (#24552)
2023-06-29 10:17:36 +01:00
rembert
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
2023-08-02 20:22:36 +02:00
resnet
Update old existing feature extractor references (#24552)
2023-06-29 10:17:36 +01:00
roberta
🚨🚨 🚨🚨 [Tokenizer] attemp to fix add_token issues🚨🚨 🚨🚨 (#23909)
2023-09-18 20:28:36 +02:00
roberta_prelayernorm
Fix test_model_parallelism (#25359)
2023-08-08 10:48:45 +02:00
roc_bert
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
2023-08-02 20:22:36 +02:00
roformer
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rwkv
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
2023-08-02 20:22:36 +02:00
sam
Revert "Fix gradient checkpointing + fp16 autocast for most models" (#24420)
2023-06-22 16:11:27 +02:00
segformer
Refactor image processor testers (#25450)
2023-08-11 11:30:18 +01:00
sew
Fix typo (#25966)
2023-09-05 10:12:25 +02:00
sew_d
Fix typo (#25966)
2023-09-05 10:12:25 +02:00
speech_encoder_decoder
Update quality tooling for formatting (#21480)
2023-02-06 18:10:56 -05:00
speech_to_text
🚨🚨 🚨🚨 [Tokenizer] attemp to fix add_token issues🚨🚨 🚨🚨 (#23909)
2023-09-18 20:28:36 +02:00
speech_to_text_2
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
2023-08-02 20:22:36 +02:00
speecht5
Fix typo (#25966)
2023-09-05 10:12:25 +02:00
splinter
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2023-08-02 20:22:36 +02:00
squeezebert
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
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
Keep relevant weights in fp32 when model._keep_in_fp32_modules is set even when accelerate is not installed (#26225)
2023-09-21 19:00:03 +09:00
table_transformer
Fix last models for common tests that are too big. (#25058)
2023-07-25 07:56:04 -04:00
tapas
Overhaul Conversation class and prompt templating (#25323)
2023-09-14 15:10:34 +01:00
time_series_transformer
Revert "Fix gradient checkpointing + fp16 autocast for most models" (#24420)
2023-06-22 16:11:27 +02:00
timesformer
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2023-08-02 20:22:36 +02:00
timm_backbone
[AutoBackbone] Add test (#26094)
2023-09-18 23:47:54 +02:00
transfo_xl
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trocr
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tvlt
Input data format (#25464)
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umt5
CI with num_hidden_layers=2 🚀🚀🚀 (#25266)
2023-08-02 20:22:36 +02:00
unispeech
[Wav2Vec2 and Co] Update init tests for PT 2.1 (#26494)
2023-10-03 10:52:34 +02:00
unispeech_sat
[Wav2Vec2 and Co] Update init tests for PT 2.1 (#26494)
2023-10-03 10:52:34 +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
Add Nougat (#25942)
2023-09-26 07:06:04 +02:00
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
Skip offload tests for ViTDet (#25913)
2023-09-04 11:35:39 +02:00
vitmatte
Add ViTMatte (#25843)
2023-09-19 10:56:10 -03:00
vits
Update tiny model information and pipeline tests (#26285)
2023-09-25 18:08:12 +02:00
vivit
Input data format (#25464)
2023-08-16 17:45:02 +01:00
wav2vec2
[Wav2Vec2 and Co] Update init tests for PT 2.1 (#26494)
2023-10-03 10:52:34 +02:00
wav2vec2_conformer
[Wav2Vec2 Conformer] Fix inference float16 (#25985)
2023-09-05 18:26:06 +01:00
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
[Wav2Vec2 and Co] Update init tests for PT 2.1 (#26494)
2023-10-03 10:52:34 +02:00
whisper
[Whisper] Check length of prompt + max new tokens (#26164)
2023-09-15 15:46:31 +01:00
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
🚨🚨 🚨🚨 [Tokenizer] attemp to fix add_token issues🚨🚨 🚨🚨 (#23909)
2023-09-18 20:28:36 +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