5a458ba6-011c-41c6-816a-ca03943f4a3e
This model is a fine-tuned version of scb10x/llama-3-typhoon-v1.5-8b-instruct on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.0833
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: 0.000218
- train_batch_size: 4
- eval_batch_size: 4
- seed: 180
- 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: 333
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 0.0030 | 1 | 3.3393 |
| 1.7938 | 0.1504 | 50 | 1.9601 |
| 1.7947 | 0.3008 | 100 | 2.0332 |
| 1.6452 | 0.4511 | 150 | 1.6452 |
| 1.4151 | 0.6015 | 200 | 1.3894 |
| 1.4742 | 0.7519 | 250 | 1.1646 |
| 1.3103 | 0.9023 | 300 | 1.0833 |
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 lesso18/5a458ba6-011c-41c6-816a-ca03943f4a3e
Base model
scb10x/llama-3-typhoon-v1.5-8b-instruct