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b5711afc-4e44-4dbb-85aa-aaa3eed0864f

This model is a fine-tuned version of unsloth/SmolLM2-1.7B on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 1.9924

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 0.0000 1 3.6493
2.3757 0.0024 50 2.2268
2.1785 0.0047 100 2.1244
2.2329 0.0071 150 2.1124
2.152 0.0095 200 2.0817
2.1639 0.0118 250 2.0419
2.1694 0.0142 300 2.0250
2.2122 0.0166 350 2.0103
2.1752 0.0189 400 1.9981
2.211 0.0213 450 1.9933
2.1691 0.0237 500 1.9924

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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