Llama-3-1-8-B-Clinical-NER-AND-RE-v3

This model is a fine-tuned version of Laim/Llama-3.1-MedPalm2-imitate-8B-Instruct on the generator dataset.

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: 1.5e-05
  • train_batch_size: 1
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 200
  • num_epochs: 1

Framework versions

  • PEFT 0.13.2
  • Transformers 4.46.0
  • Pytorch 2.1.2
  • Datasets 2.16.0
  • Tokenizers 0.20.1
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