• l8ntlabs
• October 25, 2024
• Generative AI
• fine-tuning, image generation, LoRA, Memory Efficiency, video generation
• 0 Comments

What Is A LoRA? LoRA (Low-Rank Adaptation) models are a technique used to fine-tune and adapt pre-trained generative models, such as LLM’s or those based on diffusion processes, with significant efficiency and effectiveness. This article is a technical deep dive into how LoRA’s actually work. LoRA Architecture and Principles LoRA is a parameter-efficient fine-tuning method that allows adapting large pre-trained …