2ee471fa-5349-4340-817e-5395360919aa
This model is a fine-tuned version of llamafactory/tiny-random-Llama-3 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 11.7298
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 | 0.0012 | 1 | 11.7627 |
11.7389 | 0.0583 | 50 | 11.7467 |
11.7342 | 0.1166 | 100 | 11.7423 |
11.7273 | 0.1749 | 150 | 11.7390 |
11.7255 | 0.2332 | 200 | 11.7358 |
11.7252 | 0.2915 | 250 | 11.7343 |
11.7254 | 0.3499 | 300 | 11.7325 |
11.7232 | 0.4082 | 350 | 11.7314 |
11.7211 | 0.4665 | 400 | 11.7303 |
11.7233 | 0.5248 | 450 | 11.7301 |
11.7215 | 0.5831 | 500 | 11.7298 |
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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Base model
llamafactory/tiny-random-Llama-3