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rocker417/llama3.2-3B-added-tokens-wiki-cursor-backspace-left-right-cosine-loss-8-lora

sourceHugging Faceupdated 1y agoView on Hugging Face
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Model Card

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llama3.2-3B-added-tokens-1.1-1-epoch

This model is a fine-tuned version of rocker417/llama3.2-3B-added-tokens on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 2.1410

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: 1e-05
  • —trainbatchsize: 4
  • —evalbatchsize: 8
  • —seed: 42
  • —gradientaccumulationsteps: 4
  • —totaltrainbatch_size: 16
  • —optimizer: Use adamw8bit with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • —lrschedulertype: reducelron_plateau
  • —lrschedulerwarmup_ratio: 0.03
  • —num_epochs: 1

Training results

Training LossEpochStepValidation Loss
3.18450.098810002.5983
2.53340.197620002.4032
2.41840.296530002.3327
2.3360.395340002.2915
2.27170.494150002.2409
2.29030.592960002.2048
2.2480.691870002.1751
2.21320.790680002.1653
2.16430.889490002.1480
2.16240.9882100002.1410

Framework versions

  • —PEFT 0.15.2
  • —Transformers 4.55.4
  • —Pytorch 2.8.0+cu128
  • —Datasets 3.6.0
  • —Tokenizers 0.21.1