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e3ecfeba-a819-42fb-a195-5c4244c33f11

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: 1.2344

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: 0.000214
  • 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: 402

Training results

Training Loss Epoch Step Validation Loss
No log 0.0025 1 2.2300
2.548 0.1245 50 1.6477
2.3249 0.2491 100 1.6196
2.2953 0.3736 150 1.6227
2.0889 0.4981 200 1.5679
2.1382 0.6227 250 1.4211
1.9786 0.7472 300 1.3878
2.1348 0.8717 350 1.2324
1.9157 0.9963 400 1.2344

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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