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8ff920c3-8f38-418e-bf3e-9d31793cc601

This model is a fine-tuned version of unsloth/Qwen2.5-3B-Instruct on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.4215

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 6.8915
0.2641 0.0036 50 0.7690
0.2898 0.0073 100 1.0130
0.2906 0.0109 150 0.8871
0.1973 0.0145 200 0.7212
0.3697 0.0182 250 0.6092
0.2572 0.0218 300 0.5360
0.2478 0.0254 350 0.4879
0.2501 0.0290 400 0.4442
0.2142 0.0327 450 0.4216
0.2525 0.0363 500 0.4215

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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