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timelist7baugustdata

This model is a fine-tuned version of TheBloke/Llama-2-7B-fp16 on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.9871

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: 0.0003
  • train_batch_size: 2
  • eval_batch_size: 8
  • seed: 42
  • gradient_accumulation_steps: 10
  • total_train_batch_size: 20
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • training_steps: 350

Training results

Training Loss Epoch Step Validation Loss
1.3921 1.79 50 1.2835
0.9999 3.58 100 1.0558
0.8431 5.38 150 0.9720
0.7712 7.17 200 0.9703
0.7167 8.96 250 0.9683
0.6836 10.75 300 0.9829
0.6672 12.54 350 0.9871

Framework versions

  • PEFT 0.11.1
  • Transformers 4.38.2
  • Pytorch 2.2.2+cu121
  • Datasets 2.19.0
  • Tokenizers 0.15.2
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