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--- |
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license: llama2 |
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library_name: transformers |
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tags: |
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- biology |
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- medical |
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--- |
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# ALIVE |
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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. |
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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: |
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``` |
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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. |
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###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? |
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###Response: The average lifespan change will be {avg_lifespan_change} years. |
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``` |
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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. |
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## Training Dashboard |
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Training results are available via Weights & Biases at [this dashboard](https://api.wandb.ai/links/ayushnoori/9xquz6sq). |
