metadata
license: apache-2.0
tags:
- generated_from_trainer
base_model: facebook/bart-large
model-index:
- name: bart-finetuned-loaf-512-lyrictoplan
results: []
bart-finetuned-loaf-512-lyrictoplan
This model is a fine-tuned version of facebook/bart-large on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.3763
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: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.6537 | 0.45 | 500 | 0.4515 |
| 0.4607 | 0.89 | 1000 | 0.4250 |
| 0.4233 | 1.34 | 1500 | 0.4119 |
| 0.41 | 1.78 | 2000 | 0.3935 |
| 0.379 | 2.23 | 2500 | 0.3888 |
| 0.3549 | 2.67 | 3000 | 0.3763 |
Framework versions
- Transformers 4.38.2
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2