d43fd165-7565-4dc4-865d-5350875ead47
This model is a fine-tuned version of facebook/opt-125m on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.0834
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: 0.000203
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 8
- optimizer: Use OptimizerNames.ADAMW_BNB with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 50
- training_steps: 500
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 0.0009 | 1 | 4.3061 |
| 5.2216 | 0.0467 | 50 | 2.7407 |
| 4.903 | 0.0934 | 100 | 1.7649 |
| 3.4922 | 0.1401 | 150 | 1.4865 |
| 3.7239 | 0.1868 | 200 | 1.3496 |
| 3.1236 | 0.2335 | 250 | 1.2714 |
| 3.0303 | 0.2802 | 300 | 1.1794 |
| 3.5367 | 0.3270 | 350 | 1.1459 |
| 3.1265 | 0.3737 | 400 | 1.1021 |
| 3.2904 | 0.4204 | 450 | 1.0907 |
| 2.988 | 0.4671 | 500 | 1.0834 |
Framework versions
- PEFT 0.13.2
- Transformers 4.46.0
- Pytorch 2.5.0+cu124
- Datasets 3.0.1
- Tokenizers 0.20.1
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Model tree for lesso03/d43fd165-7565-4dc4-865d-5350875ead47
Base model
facebook/opt-125m