This post explores the concepts, definitions, and applications of GGUF and GGML formats when applied to LLMs. It compares their syntax, human-readability, platform independence, and complexity. GGUF optimizes CPU and GPU utilization during LLM inference, while GGML enables flexible deployment in web-based applications.
Table of contents
GGUF and GGML Formats Applied to LLM: A Comparative AnalysisFrank Morales Aguilera, BEng, MEng, SMIEEEIntroductionConcepts and DefinitionsApplicationsComparisonsCase studyConclusionIn Plain English 🚀Sort: