SERENGETI vs Sunflower-14B

A massively multilingual masked language model covering 517 African languages and varieties across five scripts, achieving state-of-the-art results on the AfroNLU benchmark. Developed by the UBC Deep Learning and NLP Lab as an Afrocentric resource.

Sunflower-14B is a Qwen3-14B based multilingual LLM by Sunbird AI supporting translation and text generation across 31 Ugandan languages plus English. It achieves the highest translation accuracy in 24 of 31 evaluated language pairs and targets healthcare, agriculture, education and government use cases. It is released under Apache 2.0 with quantized GGUF and W8A8 variants available.