README.md

metadata

license: apache-2.0
tags:
  - generated_from_trainer
base_model: facebook/wav2vec2-xls-r-300m
datasets:
  - make_dataset
model-index:
  - name: wav2vec2-large-xls-r-300m-korean-g
    results: []

wav2vec2-large-xls-r-300m-korean-g

This model is a fine-tuned version of facebook/wav2vec2-xls-r-300m on the make_dataset dataset. It achieves the following results on the evaluation set:

• Loss: 4.6886
• Cer: 1.0

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: 0.0001
• train_batch_size: 16
• eval_batch_size: 16
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 1000
• num_epochs: 500
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Cer
17.7096	500.0	500	4.6886	1.0

Framework versions

• Transformers 4.38.2
• Pytorch 2.0.1+cu118
• Datasets 2.18.0
• Tokenizers 0.15.2