What Is Quantization? How We Make LLMs Faster and Smaller!



Large Language Models (LLMs) like GPT and LLaMA are incredibly powerful โ€” but also massive, often taking up hundreds of gigabytes!
In this short, I explain Quantization โ€” a key optimization technique that makes these giant AI models faster, lighter, and efficient enough to run on laptops or even edge devices.
Youโ€™ll learn:
๐Ÿ”น What quantization means in simple terms
๐Ÿ”น How 32-bit weights become 8-bit or 4-bit without losing much accuracy
๐Ÿ”น Why quantization is the reason behind faster, more accessible AI
๐ŸŽ“ Perfect for AI enthusiasts, data scientists, and anyone curious about how large models actually work under the hood!
#AI #MachineLearning #LLM #Quantization #TechExplained

source

Categories:

Related Posts :-