Understanding GGUF and Its Benefits in LLaMA Models Pranav Kumar · Follow 4 min read · Just now — The field of AI and machine learning is constantly evolving, bringing forth new techniques and tools to enhance model performance and efficiency. One such technique that has gained attention recently is GGUF, especially in the context of training and deploying large language models like LLaMA (Large Language Model for AI and Machine Learning Applications). What is GGUF? GGUF stands for Generalized Gradient Update Function . It is a mathematical formulation used to optimize the training process of machine learning models. GGUF focuses on improving the way gradients are updated during the training phase, leading to faster convergence and better model performance. This technique can be particularly useful when dealing with […]
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