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Model save
Browse files- README.md +71 -0
- model.safetensors +1 -1
README.md
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---
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license: apache-2.0
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base_model: facebook/wav2vec2-base
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tags:
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- generated_from_trainer
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metrics:
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- wer
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model-index:
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- name: w2v2-base-pretrained_lr1e-4_at0.8_da0.3
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results: []
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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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# w2v2-base-pretrained_lr1e-4_at0.8_da0.3
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This model is a fine-tuned version of [facebook/wav2vec2-base](https://huggingface.co/facebook/wav2vec2-base) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.6989
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- Wer: 0.2119
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 0.0001
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- train_batch_size: 32
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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: 100
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- num_epochs: 200
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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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| 18.5074 | 7.14 | 100 | 3.4425 | 1.0 |
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| 3.1775 | 14.29 | 200 | 3.1511 | 1.0 |
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| 3.0847 | 21.43 | 300 | 3.1561 | 1.0 |
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| 2.9897 | 28.57 | 400 | 2.8890 | 1.0 |
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| 1.5122 | 35.71 | 500 | 1.0324 | 0.5404 |
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| 0.2161 | 42.86 | 600 | 1.2853 | 0.2960 |
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| 0.1074 | 50.0 | 700 | 1.4629 | 0.2456 |
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| 0.0707 | 57.14 | 800 | 1.5134 | 0.2183 |
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| 0.051 | 64.29 | 900 | 1.4349 | 0.2097 |
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| 0.04 | 71.43 | 1000 | 1.6989 | 0.2119 |
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### Framework versions
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- Transformers 4.35.0
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- Pytorch 2.0.0
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- Datasets 2.14.6
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- Tokenizers 0.14.1
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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-
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size 377629528
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version https://git-lfs.github.com/spec/v1
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size 377629528
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