CIChris Ibeinhypa-intelligence.hashnode.dev·4d ago · 30 min readHypa-OrpheusA technical breakdown of adapting Orpheus 3B into a multilingual speech engine with voice cloning capabilities for underrepresented languages. Serving as Step 3a of our Hypa-Whispering-Llama Project, 00
CIChris Ibeinhypa-intelligence.hashnode.dev·Aug 3 · 18 min readHypa-Voices: Analysis of the Leading Multilingual Low-Resource DatasetIntroduction Hypa-Voices is an audio-text dataset where every record pairs written text with corresponding speech, either in the same language (transcription) or across two languages while carrying th00
CIChris Ibeinhypa-intelligence.hashnode.dev·May 20 · 24 min readTuning Llama 3.1 for Multilingual Dictionary, Translation, and Tool-Aware Language UnderstandingA 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 Inte00
CIChris Ibeinhypa-intelligence.hashnode.dev·May 4 · 19 min readTuning Gemma 4 for Multilingual and Tool-Aware Language UnderstandingLanguage models have improved rapidly, but strong multilingual performance is still uneven, especially for low-resource and underrepresented languages. Many models can handle widely represented langua00
CIChris Ibeinhypa-intelligence.hashnode.dev·Mar 9 · 19 min readUnlocking Low-Resource Language Understanding: Enhancing Translation with Llama 3 Fine-TuningIntroduction In an era where language technology often overlooks the linguistically diverse landscape of our world, we at Hypa AI are on a mission to elevate the capabilities of AI for low-resource la00