cf51c970-094c-4494-bfbc-1d6e01de1e5b
This model is a fine-tuned version of unsloth/Qwen2.5-Coder-7B on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.5592
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: 0.000201
- train_batch_size: 4
- eval_batch_size: 4
- seed: 10
- 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 | 1.4701 |
0.8127 | 0.0218 | 50 | 0.7420 |
0.7869 | 0.0437 | 100 | 0.7172 |
0.7693 | 0.0655 | 150 | 0.6929 |
0.7158 | 0.0874 | 200 | 0.6494 |
0.7413 | 0.1092 | 250 | 0.6250 |
0.6519 | 0.1311 | 300 | 0.6018 |
0.6274 | 0.1529 | 350 | 0.5889 |
0.6412 | 0.1748 | 400 | 0.5719 |
0.6451 | 0.1966 | 450 | 0.5611 |
0.6029 | 0.2185 | 500 | 0.5592 |
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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