49f46caa-1940-4652-9702-6d546ecfa46e
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: 3.2472
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: 0.000205
- train_batch_size: 4
- eval_batch_size: 4
- seed: 50
- 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 | 5.5799 |
3.6685 | 0.0008 | 50 | 4.1354 |
3.1909 | 0.0016 | 100 | 4.0463 |
3.231 | 0.0025 | 150 | 3.5951 |
3.3799 | 0.0033 | 200 | 3.5926 |
3.2732 | 0.0041 | 250 | 3.4808 |
3.3626 | 0.0049 | 300 | 3.3548 |
3.2574 | 0.0057 | 350 | 3.2804 |
3.4797 | 0.0065 | 400 | 3.2539 |
3.2925 | 0.0074 | 450 | 3.2499 |
3.3063 | 0.0082 | 500 | 3.2472 |
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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