8c04c970-2941-4ba7-a3c2-e8460ef68050
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: 1.5883
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: 0.000211
- 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 | 3.2982 |
1.8912 | 0.0038 | 50 | 1.9631 |
1.7767 | 0.0075 | 100 | 1.8898 |
2.0029 | 0.0113 | 150 | 1.8654 |
1.7747 | 0.0151 | 200 | 1.8010 |
1.7229 | 0.0188 | 250 | 1.7331 |
1.7988 | 0.0226 | 300 | 1.6708 |
1.7717 | 0.0264 | 350 | 1.6374 |
1.7783 | 0.0301 | 400 | 1.6062 |
1.8255 | 0.0339 | 450 | 1.5903 |
1.7217 | 0.0377 | 500 | 1.5883 |
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 lesso11/8c04c970-2941-4ba7-a3c2-e8460ef68050
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