transformers safetensors biology medical license:llama2 endpoints_compatible region:us
---
license: llama2
library_name: transformers
tags:
- biology
- medical
---

# ALIVE

ALIVE is an artificial intelligence-based recommendation system for longevity supplementation and drug repurposing. Based on your unique biological profile, ALIVE will recommend a personalized regimen of supplements and drugs to optimize your healthspan. ALIVE places control over your healthspan into your own hands.

The large language model (LLM) that underlies ALIVE was initialized from [meta-llama/Llama-2-7b-chat-hf](https://huggingface.co/meta-llama/Llama-2-7b-chat-hf) and was fine-tuned using [Monster API](https://monsterapi.ai/) on the filtered [DrugAge database](https://genomics.senescence.info/drugs/), a database of aging related drugs. We used the following prompt for fine-tuning:
```
You are an expert drug development scientist and biomedical researcher studying drugs that can promote longevity and extend healthspan. You must answer an important question. Generate a response that answers this question.

###Question: If you administer the compound {compound_name} in a {species} {strain} {gender} model organism at {dosage} dosage, what will the average lifespan change be in years?

###Response: The average lifespan change will be {avg_lifespan_change} years.
```

ALIVE was built for [TreeHacks 2024](https://www.treehacks.com/) at Stanford University. For more details, please see [ayushnoori/alive](https://github.com/ayushnoori/alive) on GitHub.

## Training Dashboard

Training results are available via Weights & Biases at [this dashboard](https://api.wandb.ai/links/ayushnoori/9xquz6sq).