VenusFactory2 — Agent-Driven Protein Engineering, Unified.
A unified open-source platform for protein engineering: prediction, training, design and discovery powered by
40+ AI models and 11 biological databases. The interactive interface requires JavaScript; please enable it,
or visit our
GitHub repository and the
technical report for documentation, examples and source code.
- Predict — function, fitness, stability — zero-shot or fine-tuned.
- Train — LoRA, QLoRA and 7 PEFT methods in minutes.
- Design — directed evolution and de novo sequence design.
- Discover — UniProt, AlphaFold, RCSB, InterPro and more.
VenusFactory2 — 智能体驱动的蛋白质工程平台
面向蛋白质工程的统一开源平台：预测、训练、设计与发现，集成 40+ AI 模型与 11 个生物数据库。
交互界面依赖 JavaScript；如需启用，请打开 JS，或访问
GitHub 仓库 与
技术报告查阅文档、示例与源代码。
- 预测 — 功能、适应度、稳定性，支持零样本或微调。
- 训练 — LoRA、QLoRA 等 7 种 PEFT 方法，分钟级完成。
- 设计 — 定向进化与 de novo 序列设计。
- 发现 — 覆盖 UniProt、AlphaFold、RCSB、InterPro 等。