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This model is a fine-tuned version of scb10x/llama-3-typhoon-v1.5-8b-instruct on an unknown dataset. It achieves the following results on the evaluation set:

  • eval_loss: 1.2106
  • eval_runtime: 45.0962
  • eval_samples_per_second: 9.956
  • eval_steps_per_second: 1.264
  • epoch: 9.07
  • step: 510

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
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 32
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 12

Framework versions

  • PEFT 0.10.0
  • Transformers 4.39.1
  • Pytorch 2.3.0+cu121
  • Datasets 2.18.0
  • Tokenizers 0.15.2
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