End of training
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README.md
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---
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license: apache-2.0
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base_model:
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tags:
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- generated_from_trainer
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metrics:
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# wav2vec2-base-timit-demo-google-colab
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This model is a fine-tuned version of [
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It achieves the following results on the evaluation set:
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- Loss:
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- Wer: 0.
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## Model description
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate:
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- train_batch_size:
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- eval_batch_size: 8
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- seed: 42
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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:
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- num_epochs:
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Wer |
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|:-------------:|:-----:|:----:|:---------------:|:------:|
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### Framework versions
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---
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license: apache-2.0
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base_model: paruwka/wav2vec2-base-timit-demo-google-colab
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tags:
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- generated_from_trainer
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metrics:
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# wav2vec2-base-timit-demo-google-colab
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This model is a fine-tuned version of [paruwka/wav2vec2-base-timit-demo-google-colab](https://huggingface.co/paruwka/wav2vec2-base-timit-demo-google-colab) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.0015
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- Wer: 0.5828
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## Model description
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 3e-05
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- train_batch_size: 4
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- eval_batch_size: 8
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- seed: 42
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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: 50
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Wer |
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|:-------------:|:-----:|:----:|:---------------:|:------:|
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| 0.4127 | 4.46 | 500 | 0.8997 | 0.6221 |
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| 0.38 | 8.93 | 1000 | 0.9162 | 0.6091 |
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| 0.3382 | 13.39 | 1500 | 0.9044 | 0.6011 |
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| 0.3074 | 17.86 | 2000 | 0.9529 | 0.6030 |
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| 0.274 | 22.32 | 2500 | 0.9327 | 0.5919 |
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| 0.2558 | 26.79 | 3000 | 0.9906 | 0.5895 |
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| 0.2462 | 31.25 | 3500 | 0.9873 | 0.5854 |
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| 0.2215 | 35.71 | 4000 | 1.0059 | 0.5839 |
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| 0.2313 | 40.18 | 4500 | 1.0142 | 0.5823 |
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| 0.2182 | 44.64 | 5000 | 0.9998 | 0.5804 |
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| 0.2123 | 49.11 | 5500 | 1.0015 | 0.5828 |
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### Framework versions
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config.json
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{
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"_name_or_path": "
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"activation_dropout": 0.0,
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"adapter_attn_dim": null,
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"adapter_kernel_size": 3,
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{
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"_name_or_path": "paruwka/wav2vec2-base-timit-demo-google-colab",
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"activation_dropout": 0.0,
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"adapter_attn_dim": null,
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"adapter_kernel_size": 3,
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model.safetensors
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training_args.bin
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