EthioLLM vs UlizaLlama (Jacaranda Health)

EthioLLM is a family of multilingual language models (XLM-RoBERTa and mT5 based) for five Ethiopian languages: Amharic, Ge'ez, Afaan Oromoo, Somali and Tigrinya, plus English. The large variant EthioLLM-l-70K is a fine-tuned XLM-RoBERTa-Large used for masked language modeling and downstream tasks like classification, NER and sentiment. It was released by the EthioNLP collective alongside the Ethiobenchmark evaluation suite.

UlizaLlama is a 7B-parameter Swahili-and-English LLM fine-tuned from Meta's Llama 2 (continually pretrained on ~321M Swahili tokens) by Jacaranda Health in Kenya, built to power Swahili maternal-health SMS support for low-income expectant mothers in East Africa.