Virus-Proton/Regional_BnASR

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Regional_BnASR

This model is a fine-tuned version of outputs/checkpoint-11500 on an unknown dataset. It achieves the following results on the evaluation set:

• —Loss: 2.8498
• —Wer: 0.7432

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• —learning_rate: 2e-05
• —trainbatchsize: 8
• —evalbatchsize: 8
• —seed: 42
• —gradientaccumulationsteps: 4
• —totaltrainbatch_size: 32
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: cosine
• —lrschedulerwarmup_steps: 500
• —training_steps: 20000
• —mixedprecisiontraining: Native AMP

Training results

Framework versions

• —Transformers 4.37.0.dev0
• —Pytorch 2.1.0+cu121
• —Datasets 2.14.6
• —Tokenizers 0.15.0