meditron:7b-fp16

88K 1 year ago

Open-source medical large language model adapted from Llama 2 to the medical domain.

7b 70b

1 year ago

809731a3f1a9 · 13GB

model
llama
·
6.74B
·
F16
template
<|im_start|>system {{ .System }}<|im_end|> <|im_start|>user {{ .Prompt }}<|im_end|> <|im_start|>assi
system
A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful,
params
{ "num_ctx": 2048, "stop": [ "<|im_start|>", "<|im_end|>" ] }

Readme

Meditron is a large language model adapted from Llama 2 to the medical domain through training on a corpus of medical data, papers and guidelines. It outperforms Llama 2, GPT 3.5 and Flan-PaLM on many medical reasoning tasks.

Potential use cases include:

  • Medical exam question answering
  • Supporting differential diagnosis
  • Disease information (symptoms, cause, treatment) query
  • General health information query

Example prompts

What are the symptoms of the common cold?

What causes the seasonal flu?

What medication would be prescribed for a headache?

References

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

GitHub

HuggingFace