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wav2vec2-gpt2-wandb-grid-search

Automatic Speech Recognition
Transformers
PyTorch
speech-encoder-decoder
Generated from Trainer
Inference Endpoints
Model card Files Community
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update model card README.md

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  1. README.md +64 -0
  2. wandb/run-20220228_093705-yn2gmwrw/files/output.log +87 -0
  3. wandb/run-20220228_093705-yn2gmwrw/logs/debug-internal.log +116 -0
  4. wandb/run-20220228_093705-yn2gmwrw/run-yn2gmwrw.wandb +2 -2
README.md ADDED
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+ ---
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+ tags:
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+ - generated_from_trainer
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+ datasets:
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+ - librispeech_asr
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+ model-index:
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+ - name: ''
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+ results: []
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+ #
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+
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+ This model was trained from scratch on the librispeech_asr dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 4.1663
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+ - Wer: 1.9185
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 1e-05
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+ - train_batch_size: 8
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+ - eval_batch_size: 8
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+ - seed: 42
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+ - gradient_accumulation_steps: 2
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+ - total_train_batch_size: 16
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+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+ - lr_scheduler_type: linear
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+ - lr_scheduler_warmup_steps: 500
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+ - num_epochs: 1.0
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+ - mixed_precision_training: Native AMP
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Wer |
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+ |:-------------:|:-----:|:----:|:---------------:|:------:|
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+ | 4.1576 | 0.28 | 500 | 4.2562 | 1.9558 |
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+ | 4.5621 | 0.56 | 1000 | 4.1966 | 1.9577 |
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+ | 4.3547 | 0.84 | 1500 | 4.1663 | 1.9185 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.17.0.dev0
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+ - Pytorch 1.10.2+cu113
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+ - Datasets 1.18.3
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+ - Tokenizers 0.11.0
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  [INFO|trainer.py:2114] 2022-02-28 12:01:32,074 >> Saving model checkpoint to ./=)█| 1784/1784 [2:24:25<00:00, 1.55s/it][INFO|trainer.py:1492] 2022-02-28 12:01:32,072 >> 1,515 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed
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  [INFO|trainer.py:2114] 2022-02-28 12:01:48,841 >> Saving model checkpoint to ./ ./pytorch_model.bin:25<00:00, 1.55s/it][INFO|trainer.py:1492] 2022-02-28 12:01:32,072 >> 1,515 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed
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  [INFO|modeling_utils.py:1081] 2022-02-28 12:02:05,435 >> Model weights saved in ./pytorch_model.bin:25<00:00, 1.55s/it][INFO|trainer.py:1492] 2022-02-28 12:01:32,072 >> 1,515 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  [INFO|trainer.py:2114] 2022-02-28 12:01:48,841 >> Saving model checkpoint to ./ ./pytorch_model.bin:25<00:00, 1.55s/it][INFO|trainer.py:1492] 2022-02-28 12:01:32,072 >> 1,515 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed
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  [INFO|modeling_utils.py:1081] 2022-02-28 12:02:05,435 >> Model weights saved in ./pytorch_model.bin:25<00:00, 1.55s/it][INFO|trainer.py:1492] 2022-02-28 12:01:32,072 >> 1,515 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed
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+ 02/28/2022 12:06:33 - WARNING - huggingface_hub.repository - To https://huggingface.co/sanchit-gandhi/wav2vec2-gpt2-wandb-grid-search
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