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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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