Tuning Llama 3.1 for Multilingual Dictionary, Translation, and Tool-Aware Language Understanding

A breakdown of fine-tuning Meta's Llama 3.1 8B for low-resource African languages, dictionary lookup, JSON-structured outputs, multilingual chain-of-thought, and tool-calling. Built to power Hypa Inte