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adl-hw3-finetune-gemma-2-chinese-kyara-11

This model is a fine-tuned version of zake7749/gemma-2-2b-it-chinese-kyara-dpo on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 2.3230

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: 3e-05
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 16
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3

Training results

Training Loss Epoch Step Validation Loss
2.8863 0.3552 100 2.5712
2.3945 0.7105 200 2.4416
2.3393 1.0657 300 2.3884
2.2027 1.4210 400 2.3560
2.166 1.7762 500 2.3378
2.1028 2.1314 600 2.3358
2.0567 2.4867 700 2.3258
2.0447 2.8419 800 2.3230

Framework versions

  • PEFT 0.13.2
  • Transformers 4.45.1
  • Pytorch 2.5.0+cu121
  • Datasets 3.1.0
  • Tokenizers 0.20.3
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