7a657833-bd28-488b-b40f-3c39f993371d
This model is a fine-tuned version of unsloth/Hermes-3-Llama-3.1-8B on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.8324
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: 0.0001004
- 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=adam_beta1=0.9,adam_beta2=0.95,adam_epsilon=1e-5
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 10
- training_steps: 200
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.0714 | 0.0001 | 1 | 3.5103 |
| 1.4467 | 0.0033 | 50 | 0.9955 |
| 1.1898 | 0.0065 | 100 | 0.9248 |
| 1.1314 | 0.0098 | 150 | 0.8550 |
| 1.0769 | 0.0130 | 200 | 0.8324 |
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 lesso/7a657833-bd28-488b-b40f-3c39f993371d
Base model
unsloth/Hermes-3-Llama-3.1-8B