AstroSage
Ask all your astronomy-related questions!
AstroMLab is a collaborative initiative of astronomers and AI experts dedicated to advancing Large Language Models in astronomy. Our goal is to expedite scientific discovery through LLM-driven research.
AstroMLab is a diverse group of researchers dedicated to advancing the application of Large Language Models (LLMs) in astronomy. Our team includes:
Our ongoing projects include:
We have developed several models, including AstroSage-LLaMA-3.1-8B (de Haan et al. 2024), AstroLLaMA-2-70B (Pan et al. 2024), and AstroLLaMA-3-8B (Pan et al. 2024). Our AstroSage-LLaMA-3.1-8B model has demonstrated strong performance in astronomy Q&A tasks (Ting et al. 2024):
Model | Score (%) |
---|---|
AstroSage-LLaMA-3.1-8B (AstroMLab) | 80.9 |
LLaMA-3.1-8B | 73.7 |
Phi-3.5-4B | 72.8 |
Gemma-2-9B | 71.5 |
LLaMA-2-70B | 70.7 |
Qwen-2.5-7B | 70.4 |
Yi-1.5-9B | 68.4 |
InternLM-2.5-7B | 64.5 |
Mistral-7B-v0.3 | 63.9 |
ChatGLM3-6B | 50.4 |
AstroLLaMA-2-7B (UniverseTBD) | 44.3 |
AstroSage-LLaMA-3.1-8B (de Haan et al. 2024), our lightweight model, currently achieves the highest score among the ~8B parameter models in its astronomy knowledge recall ability.
Our research benefits from:
For inquiries or collaboration opportunities, please contact: [email protected]