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cf51c970-094c-4494-bfbc-1d6e01de1e5b

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: 0.5592

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: 0.000201
  • train_batch_size: 4
  • eval_batch_size: 4
  • seed: 10
  • 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 0.0004 1 1.4701
0.8127 0.0218 50 0.7420
0.7869 0.0437 100 0.7172
0.7693 0.0655 150 0.6929
0.7158 0.0874 200 0.6494
0.7413 0.1092 250 0.6250
0.6519 0.1311 300 0.6018
0.6274 0.1529 350 0.5889
0.6412 0.1748 400 0.5719
0.6451 0.1966 450 0.5611
0.6029 0.2185 500 0.5592

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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