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42f872b2-e573-4f5c-a5b0-802cca3e5161

This model is a fine-tuned version of unsloth/mistral-7b-instruct-v0.2 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 1.9106

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: 0.000206
  • train_batch_size: 4
  • eval_batch_size: 4
  • seed: 60
  • 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 2.3269
4.1794 0.0030 50 2.1067
4.1059 0.0060 100 2.1034
4.1909 0.0090 150 2.1209
4.06 0.0120 200 2.0651
3.8781 0.0149 250 2.0182
3.8719 0.0179 300 1.9850
3.9346 0.0209 350 1.9505
3.8107 0.0239 400 1.9281
3.8533 0.0269 450 1.9130
3.8271 0.0299 500 1.9106

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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