9e61baa4-11fe-4a95-8391-b9fcc2fbac0b
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: 11.7028
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: 0.000204
- 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 | 0.0000 | 1 | 11.7644 |
11.7398 | 0.0005 | 50 | 11.7357 |
11.7306 | 0.0011 | 100 | 11.7275 |
11.7217 | 0.0016 | 150 | 11.7195 |
11.7127 | 0.0022 | 200 | 11.7121 |
11.7055 | 0.0027 | 250 | 11.7077 |
11.7079 | 0.0033 | 300 | 11.7053 |
11.7036 | 0.0038 | 350 | 11.7039 |
11.7024 | 0.0043 | 400 | 11.7031 |
11.7 | 0.0049 | 450 | 11.7029 |
11.7042 | 0.0054 | 500 | 11.7028 |
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