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clembench-playpen/llama-3.1-8B-Instruct-warmup-0.1K-steps-full-prompt_playpen_SFT-e3_DFINAL_0.7K-steps

sourceHugging Facellama3.1updated 1y agoView on Hugging Face
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Model Card

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llama-3.1-8B-Instruct-warmup-0.1K-steps-full-promptplaypenSFT-e3DFINAL0.7K-steps

This model is a fine-tuned version of unsloth/meta-llama-3.1-8b-instruct-bnb-4bit on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.2393

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: 4
  • —evalbatchsize: 8
  • —seed: 7331
  • —optimizer: Use adamw8bit with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • —lrschedulertype: linear
  • —lrschedulerwarmup_ratio: 0.03
  • —lrschedulerwarmup_steps: 5
  • —training_steps: 700

Training results

Training LossEpochStepValidation Loss
0.26690.05651000.3357
0.18240.11302000.2755
0.18120.16953000.2629
0.14840.22604000.2516
0.14830.28255000.2424
0.14830.33906000.2411
0.09940.39557000.2393

Framework versions

  • —PEFT 0.14.0
  • —Transformers 4.47.1
  • —Pytorch 2.4.0+cu121
  • —Datasets 2.21.0
  • —Tokenizers 0.21.0