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thorirhrafn/ice_llama2_v2

sourceHugging Faceupdated 3y agoView on Hugging Face
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Model Card

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icellama2v2

This model is a fine-tuned version of meta-llama/Llama-2-7b-hf on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 1.9711

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: 32
  • evalbatchsize: 16
  • seed: 42
  • gradientaccumulationsteps: 2
  • totaltrainbatch_size: 64
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: cosine
  • num_epochs: 2

Training results

Training LossEpochStepValidation Loss
2.08970.25100001.9746
2.09510.49200001.9726
2.09590.74300001.9715
2.08960.99400001.9713
2.09561.24500001.9713
2.07671.48600001.9711
2.09821.73700001.9711
2.07731.98800001.9711

Framework versions

  • PEFT 0.8.2
  • Transformers 4.38.1
  • Pytorch 2.2.0+cu118
  • Datasets 2.17.1
  • Tokenizers 0.15.2