CoolFace
Modelpublic

Pageee/FT-English-10mb

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face
0likes4downloads
Model Card

<!-- This model card has been generated automatically according to the information the Trainer had access to. You should probably proofread and complete it, then remove this comment. -->

Whisper-Small En-10m

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

  • —Loss: 0.2180
  • —Wer: 4.2581

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
  • —trainbatchsize: 4
  • —evalbatchsize: 8
  • —seed: 42
  • —gradientaccumulationsteps: 2
  • —totaltrainbatch_size: 8
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 300
  • —training_steps: 500
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
0.014218.18181000.22084.0237
0.000536.36362000.21454.1583
0.000254.54553000.21624.2214
0.000172.72734000.21754.2418
0.000190.90915000.21804.2581

Framework versions

  • —Transformers 4.41.0.dev0
  • —Pytorch 2.3.0+cu121
  • —Datasets 2.19.1
  • —Tokenizers 0.19.1