medllama-lora-13b / README.md
artem9k's picture
Update README.md
2b5f491
|
raw
history blame contribute delete
No virus
599 Bytes
---
license: other
---
# 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