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jazzson/adl-hw3-finetune-gemma-2-chinese-kyara-2

sourceHugging Facegemmaupdated 2y agoView on Hugging Face
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Model Card

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

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: 1.9932

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: 0.0001
  • —trainbatchsize: 8
  • —evalbatchsize: 8
  • —seed: 42
  • —gradientaccumulationsteps: 8
  • —totaltrainbatch_size: 64
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 3

Training results

Training LossEpochStepValidation Loss
2.39740.1778252.1847
2.17160.3556502.0972
2.11230.5333752.0470
2.01230.71111002.0131
1.99010.88891251.9926
1.91531.06671501.9910
1.75691.24441751.9843
1.79711.42222001.9748
1.81061.62251.9597
1.77331.77782501.9526
1.72751.95562751.9500
1.61532.13333001.9988
1.55362.31113251.9955
1.51532.48893501.9992
1.54452.66673751.9893
1.5442.84444001.9932

Framework versions

  • —PEFT 0.13.2
  • —Transformers 4.45.1
  • —Pytorch 2.5.0+cu121
  • —Datasets 3.1.0
  • —Tokenizers 0.20.2