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patrickvonplaten
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wav2vec2-2-bart-large

Automatic Speech Recognition
Transformers
PyTorch
TensorBoard
speech-encoder-decoder
librispeech_asr
generated_from_trainer
asr_seq2esq
Inference Endpoints
Model card Files Metrics Community
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Browse files
Files changed (31) hide show
  1. all_results.json +14 -0
  2. config.json +1 -0
  3. emissions.csv +2 -0
  4. eval_results.json +8 -0
  5. pytorch_model.bin +2 -2
  6. run_librispeech.sh +7 -5
  7. run_speech_recognition_seq2seq.py +1 -0
  8. runs/Dec22_13-32-37_ip-172-31-1-149/events.out.tfevents.1640180562.ip-172-31-1-149.630709.0 +3 -0
  9. runs/Dec22_13-32-37_ip-172-31-1-149/events.out.tfevents.1640180562.ip-172-31-1-149.630710.0 +3 -0
  10. runs/Dec22_13-32-37_ip-172-31-1-149/events.out.tfevents.1640180563.ip-172-31-1-149.630711.0 +3 -0
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  12. runs/Dec22_13-32-37_ip-172-31-1-149/events.out.tfevents.1640180563.ip-172-31-1-149.630713.0 +3 -0
  13. runs/Dec22_13-32-37_ip-172-31-1-149/events.out.tfevents.1640180563.ip-172-31-1-149.630714.0 +3 -0
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  17. runs/Dec22_15-56-09_ip-172-31-1-149/events.out.tfevents.1640188713.ip-172-31-1-149.632615.0 +3 -0
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  19. runs/Dec22_17-09-34_ip-172-31-1-149/events.out.tfevents.1640193011.ip-172-31-1-149.634380.0 +3 -0
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  21. runs/Dec22_17-32-26_ip-172-31-1-149/events.out.tfevents.1640194383.ip-172-31-1-149.635535.0 +3 -0
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  27. runs/Dec22_20-17-01_ip-172-31-1-149/events.out.tfevents.1640204258.ip-172-31-1-149.641193.0 +3 -0
  28. tokenizer_config.json +1 -1
  29. train_results.json +8 -0
  30. trainer_state.json +0 -0
  31. training_args.bin +3 -0
all_results.json ADDED
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+ "eval_wer": 1.0,
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+ "train_loss": 4.37666116677247,
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+ "train_samples": 28538,
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config.json CHANGED
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emissions.csv ADDED
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@@ -11,21 +11,23 @@ python -m torch.distributed.launch \
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  --preprocessing_num_workers="16" \
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  --overwrite_output_dir \
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- --do_eval
 
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  --preprocessing_num_workers="16" \
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  --length_column_name="input_length" \
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  --overwrite_output_dir \
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+ --num_train_epochs="30" \
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  --per_device_train_batch_size="4" \
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  --per_device_eval_batch_size="4" \
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+ --gradient_accumulation_steps="8" \
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+ --generation_max_length="40" \
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  --learning_rate="3e-4" \
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  --evaluation_strategy="steps" \
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  --text_column_name="text" \
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  --save_steps="500" \
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  --eval_steps="500" \
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  --gradient_checkpointing \
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  --fp16 \
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  --group_by_length \
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  --predict_with_generate \
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run_speech_recognition_seq2seq.py ADDED
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