bart_left_heading_torch
This model is a fine-tuned version of facebook/bart-large on the None dataset. It achieves the following results on the evaluation set:
- Loss: 4.1853
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: 2e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 20
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 8 | 10.9542 |
| No log | 2.0 | 16 | 9.4997 |
| No log | 3.0 | 24 | 8.7858 |
| No log | 4.0 | 32 | 8.4885 |
| No log | 5.0 | 40 | 8.0916 |
| No log | 6.0 | 48 | 7.9659 |
| No log | 7.0 | 56 | 7.6608 |
| No log | 8.0 | 64 | 7.2812 |
| No log | 9.0 | 72 | 7.0035 |
| No log | 10.0 | 80 | 6.7113 |
| No log | 11.0 | 88 | 6.3708 |
| No log | 12.0 | 96 | 5.9869 |
| No log | 13.0 | 104 | 5.6537 |
| No log | 14.0 | 112 | 5.3304 |
| No log | 15.0 | 120 | 5.0117 |
| No log | 16.0 | 128 | 4.7120 |
| No log | 17.0 | 136 | 4.4874 |
| No log | 18.0 | 144 | 4.3164 |
| No log | 19.0 | 152 | 4.2133 |
| No log | 20.0 | 160 | 4.1853 |
Framework versions
- Transformers 4.31.0
- Pytorch 2.0.1+cu118
- Datasets 2.14.1
- Tokenizers 0.13.3