Open-source web app for evaluating the safety of African language LLMs (Swahili, Hausa, Yoruba, Amharic). Load models locally on your GPU, craft adversarial prompts with streaming generation, validate breaks with multi-run testing, and export Zindi-format submissions.

Stack: FastAPI + vanilla JS + HuggingFace Transformers + SQLite

https://github.com/josephgitau/The-African-Trust-Safety-LLM-Challenge

If you can make improvements on top of that the better. Enjoy Cracking!!!