metadata

license: apache-2.0
tags:
  - generated_from_trainer
datasets:
  - audio_dataset
base_model: facebook/wav2vec2-base
model-index:
  - name: bird_classification_model
    results: []

bird_classification_model

This model is a fine-tuned version of facebook/wav2vec2-base on the audio_dataset dataset.

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: 64
eval_batch_size: 64
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 256
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 50

Training results

Framework versions

Transformers 4.26.1
Pytorch 1.13.0
Datasets 2.1.0
Tokenizers 0.13.2