README.md

metadata

license: apache-2.0
tags:
  - generated_from_trainer
base_model: Samuael/asr-amharic-phoneme-based-37-6
model-index:
  - name: asr-amharic-phoneme-based-37-6
    results: []

asr-amharic-phoneme-based-37-6

This model is a fine-tuned version of Samuael/asr-amharic-phoneme-based-37-6 on the None dataset. It achieves the following results on the evaluation set:

• eval_loss: 0.2685
• eval_wer: 0.2816
• eval_phoneme_cer: 0.0532
• eval_cer: 0.0767
• eval_runtime: 25.2246
• eval_samples_per_second: 14.232
• eval_steps_per_second: 1.784
• epoch: 6.27
• step: 5000

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: 3e-05
• train_batch_size: 32
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 100
• num_epochs: 10

Framework versions

• Transformers 4.35.2
• Pytorch 2.1.0+cu121
• Datasets 2.16.1
• Tokenizers 0.15.1