c5283904-9f08-4417-834a-016c51b5733d
This model is a fine-tuned version of unsloth/Qwen2.5-Coder-7B-Instruct on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.0029
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: 0.000203
- 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 | 0.2925 |
0.0028 | 0.0057 | 50 | 0.0055 |
0.0004 | 0.0115 | 100 | 0.0042 |
0.0002 | 0.0172 | 150 | 0.0027 |
0.0009 | 0.0229 | 200 | 0.0072 |
0.0006 | 0.0287 | 250 | 0.0034 |
0.0027 | 0.0344 | 300 | 0.0029 |
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 lesso03/c5283904-9f08-4417-834a-016c51b5733d
Base model
Qwen/Qwen2.5-7B
Finetuned
Qwen/Qwen2.5-Coder-7B
Finetuned
Qwen/Qwen2.5-Coder-7B-Instruct
Finetuned
unsloth/Qwen2.5-Coder-7B-Instruct