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38c88bf4-1f15-4592-9cdc-1812b6bac750

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

  • Loss: 0.8801

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: 0.000218
  • train_batch_size: 4
  • eval_batch_size: 4
  • seed: 180
  • 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 1.2356
1.7676 0.0170 50 1.3315
2.038 0.0340 100 1.3416
2.1189 0.0509 150 1.2876
2.0418 0.0679 200 1.2790
1.6557 0.0849 250 1.1317
1.7467 0.1019 300 1.0866
1.6481 0.1188 350 0.9911
1.5411 0.1358 400 0.9162
1.5509 0.1528 450 0.8833
1.6005 0.1698 500 0.8801

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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