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b8fe80d7-3ff9-4dbe-b743-97eecf3ea063

This model is a fine-tuned version of unsloth/Qwen2-7B on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 1.2760

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 0.0006 1 2.7613
0.8332 0.0288 50 1.9510
0.7473 0.0576 100 1.4730
0.7892 0.0864 150 1.5745
0.7532 0.1152 200 1.4215
0.7744 0.1441 250 1.3967
0.824 0.1729 300 1.3612
0.7778 0.2017 350 1.3176
0.7689 0.2305 400 1.2841
0.7797 0.2593 450 1.2753
0.836 0.2881 500 1.2760

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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