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xummer/llama3-1-8b-belebele-lora-mya-mymr

sourceHugging Faceotherupdated 7mo agoView on Hugging Face
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Model Card

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belebelemyaMymr

This model is a fine-tuned version of meta-llama/Meta-Llama-3.1-8B-Instruct on the belebelemyaMymr_train dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.7185
  • —Accuracy: 0.8519
  • —Mcq Accuracy: 0.3333

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: 16
  • —evalbatchsize: 16
  • —seed: 42
  • —optimizer: Use OptimizerNames.ADAMWTORCHFUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • —lrschedulertype: cosine
  • —lrschedulerwarmup_steps: 0.1
  • —num_epochs: 5.0

Training results

Training LossEpochStepValidation LossAccuracyMcq Accuracy
0.48431.0400.45430.84600.1778
0.30302.0800.53080.85110.2778
0.18343.01200.59410.84720.2444
0.11384.01600.65610.85200.2778
0.06305.02000.71850.85190.3333

Framework versions

  • —PEFT 0.18.1
  • —Transformers 5.2.0
  • —Pytorch 2.10.0+cu128
  • —Datasets 4.0.0
  • —Tokenizers 0.22.2