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update model card README.md
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README.md
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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.
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- Wer: 1.
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## Model description
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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:
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- total_train_batch_size:
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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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| Training Loss | Epoch | Step | Validation Loss | Wer |
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|:-------------:|:-----:|:----:|:---------------:|:------:|
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| 4.
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| 4.4733 | 0.56 | 1000 | 4.6153 | 1.9654 |
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| 4.2575 | 0.84 | 1500 | 4.3307 | 1.9296 |
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### Framework versions
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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: 4.5912
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- Wer: 1.9645
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## Model description
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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: 4
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- total_train_batch_size: 32
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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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| Training Loss | Epoch | Step | Validation Loss | Wer |
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|:-------------:|:-----:|:----:|:---------------:|:------:|
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| 4.7566 | 0.56 | 500 | 4.5912 | 1.9645 |
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### Framework versions
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wandb/run-20220301_200256-37laivn6/files/output.log
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[INFO|trainer.py:2114] 2022-03-01 21:47:05,199 >> Saving model checkpoint to ./█████| 892/892 [1:44:07<00:00, 2.81s/it][INFO|trainer.py:1492] 2022-03-01 21:47:05,197 >> 8,867 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed
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[INFO|feature_extraction_utils.py:324] 2022-03-01 21:47:21,881 >> Configuration saved in ./preprocessor_config.jsons/it][INFO|trainer.py:1492] 2022-03-01 21:47:05,197 >> 8,867 >> 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] 2022-03-01 21:47:38,434 >> Model weights saved in ./pytorch_model.binssor_config.jsons/it][INFO|trainer.py:1492] 2022-03-01 21:47:05,197 >> 8,867 >> 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] 2022-03-01 21:47:05,199 >> Saving model checkpoint to ./█████| 892/892 [1:44:07<00:00, 2.81s/it][INFO|trainer.py:1492] 2022-03-01 21:47:05,197 >> 8,867 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed
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[INFO|feature_extraction_utils.py:324] 2022-03-01 21:47:21,881 >> Configuration saved in ./preprocessor_config.jsons/it][INFO|trainer.py:1492] 2022-03-01 21:47:05,197 >> 8,867 >> 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] 2022-03-01 21:47:38,434 >> Model weights saved in ./pytorch_model.binssor_config.jsons/it][INFO|trainer.py:1492] 2022-03-01 21:47:05,197 >> 8,867 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed
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03/01/2022 21:51:45 - WARNING - huggingface_hub.repository - To https://huggingface.co/sanchit-gandhi/wav2vec2-gpt2-wandb-grid-search
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{'dataset': {'name': 'librispeech_asr', 'type': 'librispeech_asr', 'args': 'clean'}} 2.99G/2.99G [02:32<00:00, 21.1MB/s]To https://huggingface.co/sanchit-gandhi/wav2vec2-gpt2-wandb-grid-searchimate the number of tokens of the input, floating-point operations will not be computed
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