1303f7b6-4355-4075-a655-f6c17e9ea032
This model is a fine-tuned version of unsloth/codegemma-7b-it on the None dataset. It achieves the following results on the evaluation set:
- Loss: 2.5492
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: 0.000208
- 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 | 0.0001 | 1 | 3.4226 |
3.1733 | 0.0028 | 50 | 2.9347 |
3.0375 | 0.0057 | 100 | 3.0571 |
2.9294 | 0.0085 | 150 | 2.9423 |
2.9636 | 0.0113 | 200 | 2.8988 |
2.7443 | 0.0142 | 250 | 2.7699 |
2.8463 | 0.0170 | 300 | 2.7094 |
2.8503 | 0.0198 | 350 | 2.6415 |
2.889 | 0.0227 | 400 | 2.5777 |
2.6899 | 0.0255 | 450 | 2.5523 |
2.7319 | 0.0283 | 500 | 2.5492 |
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
unsloth/codegemma-7b-it