Hugging Face's logo

wanglynn
/
zhtw1-1218

Automatic Speech Recognition
Transformers
TensorBoard
Safetensors
Chinese
whisper
Generated from Trainer
Model card Files
xet
 Metrics

You need to agree to share your contact information to access this model

This repository is publicly accessible, but you have to accept the conditions to access its files and content.

Log in or Sign Up to review the conditions and access this model content.

zhtw1-1218

This model is a fine-tuned version of openai/whisper-small on the your_dataset_name dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1482
  • Cer: 31.7073

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: 1e-05
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: constant_with_warmup
  • lr_scheduler_warmup_steps: 50
  • training_steps: 500
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Cer
0.0 71.4286 500 0.1482 31.7073

Framework versions

  • Transformers 4.48.0.dev0
  • Pytorch 2.4.1+cu118
  • Datasets 3.0.2
  • Tokenizers 0.21.0
Downloads last month
-
Safetensors
Model size
0.2B params
Tensor type
F32
·
Inference Providers NEW
Automatic Speech Recognition
This model isn't deployed by any Inference Provider. 🙋 Ask for provider support

Model tree for wanglynn/zhtw1-1218

Base model

openai/whisper-small
Finetuned
(3592)
this model