metadata
license: apache-2.0
tags:
- generated_from_trainer
metrics:
- accuracy
- f1
model-index:
- name: distil-wav2vec2-xls-r-adult-child-cls
results: []
distil-wav2vec2-xls-r-adult-child-cls
This model is a fine-tuned version of w11wo/wav2vec2-xls-r-adult-child-cls on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.2571
- Accuracy: 0.9386
- F1: 0.9425
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: 16
- eval_batch_size: 16
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 64
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 5
Training results
Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
---|---|---|---|---|---|
0.5509 | 1.0 | 191 | 0.3685 | 0.9086 | 0.9131 |
0.4543 | 2.0 | 382 | 0.3113 | 0.9247 | 0.9285 |
0.409 | 3.0 | 573 | 0.2723 | 0.9372 | 0.9418 |
0.3024 | 4.0 | 764 | 0.2786 | 0.9381 | 0.9417 |
0.3103 | 5.0 | 955 | 0.2571 | 0.9386 | 0.9425 |
Framework versions
- Transformers 4.17.0.dev0
- Pytorch 1.10.2+cu102
- Datasets 1.18.3
- Tokenizers 0.11.0