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Sirawipa/local_model_directory

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face
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localmodeldirectory

This model is a fine-tuned version of scb10x/typhoon-7b on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.4505

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: 0.0002
  • trainbatchsize: 8
  • evalbatchsize: 8
  • seed: 42
  • gradientaccumulationsteps: 4
  • totaltrainbatch_size: 32
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • lrschedulerwarmup_steps: 2
  • num_epochs: 100
  • mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation Loss
5.04070.952454.8168
3.52681.9048102.1234
1.93972.8571151.2800
1.02234.0210.7717
0.81354.9524260.5757
0.65745.9048310.5178
0.58336.8571360.4854
0.45498.0420.4494
0.50128.9524470.4294
0.5149.9048520.4505

Framework versions

  • PEFT 0.11.1
  • Transformers 4.42.3
  • Pytorch 2.3.1+cu121
  • Datasets 2.20.0
  • Tokenizers 0.19.1