metadata

license: apache-2.0
base_model: facebook/wav2vec2-xls-r-300m
tags:
  - generated_from_trainer
model-index:
  - name: nyankole_wav2vec2-runpod-xls-r-300m
    results: []

nyankole_wav2vec2-runpod-xls-r-300m

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

eval_loss: 0.6261
eval_wer: 0.5665
eval_runtime: 38.7772
eval_samples_per_second: 4.848
eval_steps_per_second: 0.619
epoch: 28.9953
step: 3059

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: 5e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
num_epochs: 100

Framework versions

Transformers 4.42.4
Pytorch 2.2.0+cu121
Datasets 2.20.0
Tokenizers 0.19.1