772a6804-25cc-4f73-ba2e-f50ee0922798
This model is a fine-tuned version of unsloth/Qwen2.5-Coder-1.5B-Instruct on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.0305
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: 0.000206
- train_batch_size: 4
- eval_batch_size: 4
- seed: 60
- 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 | 0.0003 | 1 | 6.9339 |
0.2029 | 0.0135 | 50 | 0.2581 |
0.0835 | 0.0270 | 100 | 0.1328 |
0.0584 | 0.0405 | 150 | 0.1397 |
0.0556 | 0.0540 | 200 | 0.0681 |
0.0462 | 0.0675 | 250 | 0.0530 |
0.0447 | 0.0810 | 300 | 0.0546 |
0.0226 | 0.0945 | 350 | 0.0384 |
0.0376 | 0.1080 | 400 | 0.0362 |
0.0299 | 0.1215 | 450 | 0.0336 |
0.0198 | 0.1350 | 500 | 0.0305 |
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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Model tree for lesso06/772a6804-25cc-4f73-ba2e-f50ee0922798
Base model
Qwen/Qwen2.5-1.5B
Finetuned
Qwen/Qwen2.5-Coder-1.5B
Finetuned
Qwen/Qwen2.5-Coder-1.5B-Instruct
Finetuned
unsloth/Qwen2.5-Coder-1.5B-Instruct