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45a366a7-be78-4c91-b379-0170b767a219

This model is a fine-tuned version of unsloth/Phi-3-medium-4k-instruct on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.7818

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: 110
  • 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 0.0003 1 1.6798
1.6743 0.0130 50 0.8811
1.3397 0.0260 100 0.9118
1.6574 0.0391 150 0.8685
1.6461 0.0521 200 0.9320
1.6869 0.0651 250 0.8434
1.5782 0.0781 300 0.8563
1.5509 0.0911 350 0.8096
1.2614 0.1042 400 0.7926
1.4628 0.1172 450 0.7817
1.1265 0.1302 500 0.7818

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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