MedLLAMA-LoRA
Experimental llama finetune on medical qa dataset
This model has not been evaluated yet, and should NOT be used for medical advice. It is an experiment to create a domain-specific model from LLaMA using LoRA finetuning.
Training Details:
- 13b model, finetuned on 76k question-answer pairs
- superset of alpaca-data-cleaned instruct dataset with additional medical qa pairs adapted from icliniq dataset
- Trained for 18 hours on A100, minibatch size 10, batch size 256, cutoff_len 512, all other parameters default
- https://github.com/tloen/alpaca-lora
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