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Matthijs Hollemans cd927a4736 add word-level timestamps to Whisper (#23205) 
* let's go!

* initial implementation of token-level timestamps

* only return a single timestamp per token

* remove token probabilities

* fix return type

* fix doc comment

* strip special tokens

* rename

* revert to not stripping special tokens

* only support models that have alignment_heads

* add integration test

* consistently name it token-level timestamps

* small DTW tweak

* initial support for ASR pipeline

* fix pipeline doc comments

* resolve token timestamps in pipeline with chunking

* change warning when no final timestamp is found

* return word-level timestamps

* fixup

* fix bug that skipped final word in each chunk

* fix failing unit tests

* merge punctuations into the words

* also return word tokens

* also return token indices

* add (failing) unit test for combine_tokens_into_words

* make combine_tokens_into_words private

* restore OpenAI's punctuation rules

* add pipeline tests

* make requested changes

* PR review changes

* fix failing pipeline test

* small stuff from PR

* only return words and their timestamps, not segments

* move alignment_heads into generation config

* forgot to set alignment_heads in pipeline tests

* tiny comment fix

* grr
2023-06-21 17:48:21 +02:00
..
albert
TF: standardize test_model_common_attributes for language models (#23457)
2023-06-13 17:51:37 +01:00
align
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
altclip
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
audio_spectrogram_transformer
is_batched fix for remaining 2-D numpy arrays (#23309)
2023-05-23 14:37:35 -04:00
auto
Remote code improvements (#23959)
2023-06-06 14:31:14 -04:00
autoformer
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
bart
Big TF test cleanup (#24282)
2023-06-16 15:40:49 +01:00
barthez
Update quality tooling for formatting (#21480)
2023-02-06 18:10:56 -05:00
bartpho
Update quality tooling for formatting (#21480)
2023-02-06 18:10:56 -05:00
beit
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
bert
TF: standardize test_model_common_attributes for language models (#23457)
2023-06-13 17:51:37 +01:00
bert_generation
🔥Rework pipeline testing by removing PipelineTestCaseMeta 🚀 (#21516)
2023-02-28 19:40:57 +01:00
bert_japanese
Update quality tooling for formatting (#21480)
2023-02-06 18:10:56 -05:00
bertweet
Update quality tooling for formatting (#21480)
2023-02-06 18:10:56 -05:00
big_bird
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
bigbird_pegasus
Generate: skip left-padding tests on old models (#23437)
2023-05-18 11:04:51 +01:00
biogpt
Update tiny models and pipeline tests (#23446)
2023-05-18 17:29:04 +02:00
bit
Backbone add mixin tests (#22542)
2023-04-06 13:50:15 +01:00
blenderbot
Big TF test cleanup (#24282)
2023-06-16 15:40:49 +01:00
blenderbot_small
Big TF test cleanup (#24282)
2023-06-16 15:40:49 +01:00
blip
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
blip_2
[Blip2] skip accelerate test (#22124)
2023-03-13 15:03:21 +01:00
bloom
Byebye pytorch 1.9 (#24080)
2023-06-16 16:38:23 +02:00
bort
Better TF docstring types (#23477)
2023-05-24 13:52:52 +01:00
bridgetower
Byebye pytorch 1.9 (#24080)
2023-06-16 16:38:23 +02:00
byt5
Update quality tooling for formatting (#21480)
2023-02-06 18:10:56 -05:00
camembert
Better TF docstring types (#23477)
2023-05-24 13:52:52 +01:00
canine
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
chinese_clip
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
clap
is_batched fix for remaining 2-D numpy arrays (#23309)
2023-05-23 14:37:35 -04:00
clip
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
clipseg
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
codegen
Decorate test_codegen_sample_max_time as flaky (#22953)
2023-04-24 15:27:31 +02:00
conditional_detr
Skip test_multi_gpu_data_parallel_forward for some model tests (#21991)
2023-03-07 14:23:36 +01:00
convbert
Better TF docstring types (#23477)
2023-05-24 13:52:52 +01:00
convnext
Big TF test cleanup (#24282)
2023-06-16 15:40:49 +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
Update tiny models and pipeline tests (#23446)
2023-05-18 17:29:04 +02:00
ctrl
TF: CTRL with native embedding layers (#23456)
2023-06-14 14:39:02 +01:00
cvt
Big TF test cleanup (#24282)
2023-06-16 15:40:49 +01:00
data2vec
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
deberta
Better TF docstring types (#23477)
2023-05-24 13:52:52 +01:00
deberta_v2
Better TF docstring types (#23477)
2023-05-24 13:52:52 +01:00
decision_transformer
🔥Rework pipeline testing by removing PipelineTestCaseMeta 🚀 (#21516)
2023-02-28 19:40:57 +01:00
deformable_detr
🔥Rework pipeline testing by removing PipelineTestCaseMeta 🚀 (#21516)
2023-02-28 19:40:57 +01:00
deit
Better TF docstring types (#23477)
2023-05-24 13:52:52 +01:00
deta
Revert (for now) the change on Deta in #22437 (#22750)
2023-04-13 21:32:29 +02:00
detr
[DETR and friends] Remove is_timm_available (#21814)
2023-03-07 15:19:39 -05:00
dinat
Backbone add mixin tests (#22542)
2023-04-06 13:50:15 +01:00
distilbert
Better TF docstring types (#23477)
2023-05-24 13:52:52 +01:00
dit
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
donut
🔥Rework pipeline testing by removing PipelineTestCaseMeta 🚀 (#21516)
2023-02-28 19:40:57 +01:00
dpr
Better TF docstring types (#23477)
2023-05-24 13:52:52 +01:00
dpt
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
efficientformer
Fix functional TF Whisper and modernize tests (#24301)
2023-06-16 14:43:43 +01:00
efficientnet
Update tiny model summary file for recent models (#22637)
2023-04-06 22:52:59 +02:00
electra
Better TF docstring types (#23477)
2023-05-24 13:52:52 +01:00
encodec
Update tiny models for pipeline testing. (#24364)
2023-06-20 14:43:10 +02:00
encoder_decoder
Move TF building to an actual build() method (#23760)
2023-06-06 18:30:51 +01:00
ernie
🔥Rework pipeline testing by removing PipelineTestCaseMeta 🚀 (#21516)
2023-02-28 19:40:57 +01:00
ernie_m
Automatically create/update tiny models (#22275)
2023-03-23 19:14:17 +01:00
esm
Better TF docstring types (#23477)
2023-05-24 13:52:52 +01:00
flaubert
Better TF docstring types (#23477)
2023-05-24 13:52:52 +01:00
flava
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
fnet
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
focalnet
Update tiny models and pipeline tests (#23446)
2023-05-18 17:29:04 +02:00
fsmt
update_pip_test_mapping (#22606)
2023-04-06 17:56:06 +02:00
funnel
Big TF test cleanup (#24282)
2023-06-16 15:40:49 +01:00
git
Add a check in ImageToTextPipeline._forward (#24373)
2023-06-20 18:07:34 +02:00
glpn
🔥Rework pipeline testing by removing PipelineTestCaseMeta 🚀 (#21516)
2023-02-28 19:40:57 +01:00
gpt2
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
gpt_bigcode
Add torch >=1.12 requirement for Tapas (#24251)
2023-06-13 19:19:40 +02:00
gpt_neo
Update tiny models and pipeline tests (#23446)
2023-05-18 17:29:04 +02:00
gpt_neox
[GPTNeoX] Nit in config (#24349)
2023-06-20 19:19:19 +02:00
gpt_neox_japanese
🔥Rework pipeline testing by removing PipelineTestCaseMeta 🚀 (#21516)
2023-02-28 19:40:57 +01:00
gpt_sw3
Add gpt-sw3 model to transformers (#20209)
2022-12-12 13:12:13 -05:00
gptj
Skip GPT-J fx tests for torch < 1.12 (#24256)
2023-06-13 20:33:26 +02:00
gptsan_japanese
Update tiny model summary file for recent models (#22637)
2023-04-06 22:52:59 +02:00
graphormer
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
groupvit
Big TF test cleanup (#24282)
2023-06-16 15:40:49 +01:00
herbert
Update quality tooling for formatting (#21480)
2023-02-06 18:10:56 -05:00
hubert
Better TF docstring types (#23477)
2023-05-24 13:52:52 +01:00
ibert
🔥Rework pipeline testing by removing PipelineTestCaseMeta 🚀 (#21516)
2023-02-28 19:40:57 +01:00
imagegpt
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
informer
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
jukebox
Update Jukebox tests (#21984)
2023-03-07 04:20:14 +01:00
layoutlm
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
layoutlmv2
Update tiny models for pipeline testing. (#24364)
2023-06-20 14:43:10 +02:00
layoutlmv3
Update tiny models for pipeline testing. (#24364)
2023-06-20 14:43:10 +02:00
layoutxlm
Apply ruff flake8-comprehensions (#21694)
2023-02-22 09:14:54 +01:00
led
Big TF test cleanup (#24282)
2023-06-16 15:40:49 +01:00
levit
Byebye pytorch 1.9 (#24080)
2023-06-16 16:38:23 +02:00
lilt
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
llama
[LlamaTokenizerFast] nit update post_processor on the fly (#23855)
2023-05-30 16:50:41 +02:00
longformer
TensorFlow CI fixes (#24360)
2023-06-20 12:59:21 +01:00
longt5
update_pip_test_mapping (#22606)
2023-04-06 17:56:06 +02:00
luke
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
lxmert
Big TF test cleanup (#24282)
2023-06-16 15:40:49 +01:00
m2m_100
update_pip_test_mapping (#22606)
2023-04-06 17:56:06 +02:00
marian
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
markuplm
Update some MarkupLM tests' expected values (#22667)
2023-04-11 10:00:34 +02:00
mask2former
Fix quality due to ruff release
2023-03-22 20:45:08 -04:00
maskformer
Backbone add mixin tests (#22542)
2023-04-06 13:50:15 +01:00
mbart
Big TF test cleanup (#24282)
2023-06-16 15:40:49 +01:00
mbart50
Replace as_target context managers by direct calls (#18325)
2022-07-29 08:09:09 -04:00
mctct
is_batched fix for remaining 2-D numpy arrays (#23309)
2023-05-23 14:37:35 -04:00
mega
Fix MegaModel CI (#22652)
2023-04-07 17:13:04 +02:00
megatron_bert
🔥Rework pipeline testing by removing PipelineTestCaseMeta 🚀 (#21516)
2023-02-28 19:40:57 +01:00
megatron_gpt2
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00
mgp_str
update_pip_test_mapping (#22606)
2023-04-06 17:56:06 +02:00
mluke
Black preview (#17217)
2022-05-12 16:25:55 -04:00
mobilebert
Big TF test cleanup (#24282)
2023-06-16 15:40:49 +01:00
mobilenet_v1
🔥Rework pipeline testing by removing PipelineTestCaseMeta 🚀 (#21516)
2023-02-28 19:40:57 +01:00
mobilenet_v2
🔥Rework pipeline testing by removing PipelineTestCaseMeta 🚀 (#21516)
2023-02-28 19:40:57 +01:00
mobilevit
Fix functional TF Whisper and modernize tests (#24301)
2023-06-16 14:43:43 +01:00
mobilevitv2
Fix MobileViTV2 checkpoint name (#24018)
2023-06-05 18:12:45 +02:00
mpnet
Better TF docstring types (#23477)
2023-05-24 13:52:52 +01:00
mt5
Better TF docstring types (#23477)
2023-05-24 13:52:52 +01:00
mvp
Generate: skip left-padding tests on old models (#23437)
2023-05-18 11:04:51 +01:00
nat
Backbone add mixin tests (#22542)
2023-04-06 13:50:15 +01:00
nezha
🔥Rework pipeline testing by removing PipelineTestCaseMeta 🚀 (#21516)
2023-02-28 19:40:57 +01:00
nllb
🚨🚨🚨 [NLLB Tokenizer] Fix the prefix tokens 🚨🚨🚨 (#22313)
2023-04-04 14:53:06 +02:00
nllb_moe
tests: Fix flaky test for NLLB-MoE (#22880)
2023-04-21 17:09:40 +01:00
nystromformer
🔥Rework pipeline testing by removing PipelineTestCaseMeta 🚀 (#21516)
2023-02-28 19:40:57 +01:00
oneformer
Automatically create/update tiny models (#22275)
2023-03-23 19:14:17 +01:00
open_llama
add open-llama model with ckpt (#22795)
2023-04-28 11:01:32 -04:00
openai
TF: standardize test_model_common_attributes for language models (#23457)
2023-06-13 17:51:37 +01:00
opt
Big TF test cleanup (#24282)
2023-06-16 15:40:49 +01:00
owlvit
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
pegasus
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
pegasus_x
update_pip_test_mapping (#22606)
2023-04-06 17:56:06 +02:00
perceiver
🔥Rework pipeline testing by removing PipelineTestCaseMeta 🚀 (#21516)
2023-02-28 19:40:57 +01:00
phobert
Update quality tooling for formatting (#21480)
2023-02-06 18:10:56 -05:00
pix2struct
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
plbart
Generate: skip left-padding tests on old models (#23437)
2023-05-18 11:04:51 +01:00
poolformer
🔥Rework pipeline testing by removing PipelineTestCaseMeta 🚀 (#21516)
2023-02-28 19:40:57 +01:00
prophetnet
Generate: skip left-padding tests on old models (#23437)
2023-05-18 11:04:51 +01:00
qdqbert
🔥Rework pipeline testing by removing PipelineTestCaseMeta 🚀 (#21516)
2023-02-28 19:40:57 +01:00
rag
Big TF test cleanup (#24282)
2023-06-16 15:40:49 +01:00
realm
Unpin numba (#23162)
2023-05-31 14:59:30 +01:00
reformer
Generate: skip left-padding tests on old models (#23437)
2023-05-18 11:04:51 +01:00
regnet
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
rembert
Better TF docstring types (#23477)
2023-05-24 13:52:52 +01:00
resnet
Better TF docstring types (#23477)
2023-05-24 13:52:52 +01:00
retribert
Update quality tooling for formatting (#21480)
2023-02-06 18:10:56 -05:00
roberta
Better TF docstring types (#23477)
2023-05-24 13:52:52 +01:00
roberta_prelayernorm
Better TF docstring types (#23477)
2023-05-24 13:52:52 +01:00
roc_bert
Move is_pipeline_test_to_skip to specific model test classes (#21999)
2023-03-14 10:03:02 +01:00
roformer
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
rwkv
Skip RWKV test in past CI (#24204)
2023-06-12 18:14:15 +02:00
sam
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
segformer
Big TF test cleanup (#24282)
2023-06-16 15:40:49 +01:00
sew
🔥Rework pipeline testing by removing PipelineTestCaseMeta 🚀 (#21516)
2023-02-28 19:40:57 +01:00
sew_d
🔥Rework pipeline testing by removing PipelineTestCaseMeta 🚀 (#21516)
2023-02-28 19:40:57 +01:00
speech_encoder_decoder
Update quality tooling for formatting (#21480)
2023-02-06 18:10:56 -05:00
speech_to_text
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
speech_to_text_2
🔥Rework pipeline testing by removing PipelineTestCaseMeta 🚀 (#21516)
2023-02-28 19:40:57 +01:00
speecht5
is_batched fix for remaining 2-D numpy arrays (#23309)
2023-05-23 14:37:35 -04:00
splinter
Make tiny model creation + pipeline testing more robust (#22500)
2023-04-06 17:45:55 +02:00
squeezebert
🔥Rework pipeline testing by removing PipelineTestCaseMeta 🚀 (#21516)
2023-02-28 19:40:57 +01:00
swiftformer
Update tiny models and pipeline tests (#23446)
2023-05-18 17:29:04 +02:00
swin
Big TF test cleanup (#24282)
2023-06-16 15:40:49 +01:00
swin2sr
Skip test_multi_gpu_data_parallel_forward for some model tests (#21991)
2023-03-07 14:23:36 +01:00
swinv2
Skip test_multi_gpu_data_parallel_forward for some model tests (#21991)
2023-03-07 14:23:36 +01:00
switch_transformers
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
t5
Big TF test cleanup (#24282)
2023-06-16 15:40:49 +01:00
table_transformer
🔥Rework pipeline testing by removing PipelineTestCaseMeta 🚀 (#21516)
2023-02-28 19:40:57 +01:00
tapas
Skip a tapas (tokenization) test in past CI (#24378)
2023-06-20 18:35:45 +02:00
tapex
Update quality tooling for formatting (#21480)
2023-02-06 18:10:56 -05:00
time_series_transformer
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
timesformer
🔥Rework pipeline testing by removing PipelineTestCaseMeta 🚀 (#21516)
2023-02-28 19:40:57 +01:00
timm_backbone
Update tiny models for pipeline testing. (#24364)
2023-06-20 14:43:10 +02:00
trajectory_transformer
Time to Say Goodbye, torch 1.7 and 1.8 (#22291)
2023-03-21 19:22:01 +01:00
transfo_xl
Better TF docstring types (#23477)
2023-05-24 13:52:52 +01:00
trocr
Generate: skip left-padding tests on old models (#23437)
2023-05-18 11:04:51 +01:00
tvlt
Byebye pytorch 1.9 (#24080)
2023-06-16 16:38:23 +02:00
unispeech
🔥Rework pipeline testing by removing PipelineTestCaseMeta 🚀 (#21516)
2023-02-28 19:40:57 +01:00
unispeech_sat
🔥Rework pipeline testing by removing PipelineTestCaseMeta 🚀 (#21516)
2023-02-28 19:40:57 +01:00
upernet
🔥Rework pipeline testing by removing PipelineTestCaseMeta 🚀 (#21516)
2023-02-28 19:40:57 +01:00
van
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
videomae
🔥Rework pipeline testing by removing PipelineTestCaseMeta 🚀 (#21516)
2023-02-28 19:40:57 +01:00
vilt
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
vision_encoder_decoder
Move TF building to an actual build() method (#23760)
2023-06-06 18:30:51 +01:00
vision_text_dual_encoder
Better TF docstring types (#23477)
2023-05-24 13:52:52 +01:00
visual_bert
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
vit
Better TF docstring types (#23477)
2023-05-24 13:52:52 +01:00
vit_hybrid
🔥Rework pipeline testing by removing PipelineTestCaseMeta 🚀 (#21516)
2023-02-28 19:40:57 +01:00
vit_mae
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
vit_msn
🔥Rework pipeline testing by removing PipelineTestCaseMeta 🚀 (#21516)
2023-02-28 19:40:57 +01:00
wav2vec2
[Wav2Vec2 - MMS] Correct directly loading adapters weights (#24335)
2023-06-20 19:39:52 +02:00
wav2vec2_conformer
🔥Rework pipeline testing by removing PipelineTestCaseMeta 🚀 (#21516)
2023-02-28 19:40:57 +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
🔥Rework pipeline testing by removing PipelineTestCaseMeta 🚀 (#21516)
2023-02-28 19:40:57 +01:00
whisper
add word-level timestamps to Whisper (#23205)
2023-06-21 17:48:21 +02:00
x_clip
Fix gradient checkpointing + fp16 autocast for most models (#24247)
2023-06-21 17:04:59 +02:00
xglm
Stop storing references to bound methods via tf.function (#24146)
2023-06-13 19:04:22 +01:00
xlm
Better TF docstring types (#23477)
2023-05-24 13:52:52 +01:00
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
Use real tokenizers if tiny version(s) creation has issue(s) (#22428)
2023-03-29 16:16:23 +02:00
xlnet
TensorFlow CI fixes (#24360)
2023-06-20 12:59:21 +01:00
xmod
Use real tokenizers if tiny version(s) creation has issue(s) (#22428)
2023-03-29 16:16:23 +02:00
yolos
[DETR, YOLOS] Fix device bug (#21974)
2023-03-07 07:34:04 -05:00
yoso
🔥Rework pipeline testing by removing PipelineTestCaseMeta 🚀 (#21516)
2023-02-28 19:40:57 +01:00
__init__.py
Move test model folders (#17034)
2022-05-03 14:42:02 +02:00