README.md

---
title: Polaris-Pro Scientific Multimodal Model
emoji: 🔬
colorFrom: purple
colorTo: indigo
sdk: gradio
sdk_version: 6.20.0
app_file: app.py
short_description: Scientific multimodal model for RNA/DNA/protein/molecules
python_version: "3.12"
startup_duration_timeout: 1h
---

# Polaris-Pro — Unified Scientific Multimodal Model

Interactive demo for [`sais-org/Polaris_Pro`](https://huggingface.co/sais-org/Polaris_Pro),
an 8B foundation model that understands and generates across proteins, RNA, DNA
and small molecules through a single natural-language interface.

Tasks exposed here (each uses the authors' official system prompt from
`run_examples.sh`):

- **RNA** — ncRNA family classification, translation-efficiency regression
- **DNA** — promoter detection, enhancer-activity regression
- **Protein** — solubility, stability, Enzyme Commission number
- **Molecule** — Ames mutagenicity, dipole moment, text → SMILES generation
- **Scientific text QA**

Weather forecasting and medical-image segmentation are part of the model but
need gridded netCDF I/O / gated SAM-3 weights, so they are out of scope here.

Built on the custom architecture from the
[Polaris-Pro GitHub repo](https://github.com/Shanghai-Academy-of-AI-For-Science/Polaris-Pro)
(vendored under `code/`). Runs on ZeroGPU.