bonito-wav2vec2-tiny-demo

This model is a fine-tuned version of yenpolin/bonito-wav2vec2-tiny on the DNA_R9.4.1 - NA dataset. It achieves the following results on the evaluation set:

• Loss: 1.1499
• Mean Acc: 0.0
• Median Acc: 0.0

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: 0.002
• train_batch_size: 320
• eval_batch_size: 768
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 1.0

Training results

Training Loss	Epoch	Step	Validation Loss	Mean Acc	Median Acc
No log	0.51	160	1.1511	0.0	0.0

Framework versions

• Transformers 4.26.0
• Pytorch 1.12.1
• Datasets 2.9.0
• Tokenizers 0.13.2