d5ee8a22-d755-4321-9131-9b0871c1fb70
This model is a fine-tuned version of unsloth/codegemma-7b on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.6855
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 | 0.0004 | 1 | 0.8991 |
0.7887 | 0.0213 | 50 | 0.8368 |
0.8144 | 0.0425 | 100 | 0.8656 |
0.8068 | 0.0638 | 150 | 0.8516 |
0.7958 | 0.0851 | 200 | 0.8108 |
0.7771 | 0.1063 | 250 | 0.7808 |
0.7212 | 0.1276 | 300 | 0.7540 |
0.7356 | 0.1488 | 350 | 0.7230 |
0.7117 | 0.1701 | 400 | 0.6993 |
0.6988 | 0.1914 | 450 | 0.6907 |
0.6995 | 0.2126 | 500 | 0.6855 |
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