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c9503349-1e52-4cf6-9d18-e19e2b1ba638

This model is a fine-tuned version of Eurdem/Defne_llama3_2x8B on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 1.1945

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: 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 0.0002 1 1.4330
1.2281 0.0085 50 1.2456
1.3016 0.0170 100 1.3395
1.1985 0.0255 150 1.2455
1.2808 0.0340 200 1.3786
1.2372 0.0424 250 1.2279
1.285 0.0509 300 1.2770
1.1768 0.0594 350 1.2068
1.2147 0.0679 400 1.2110
1.2383 0.0764 450 1.1963
1.2776 0.0849 500 1.1945

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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