Tag: LLM efficiency

21Nov

Structured vs Unstructured Pruning for Efficient Large Language Models

Posted by JAMIUL ISLAM 0 Comments

Structured and unstructured pruning help shrink large language models for real-world use. Structured pruning keeps hardware compatibility; unstructured gives higher compression but needs special chips. Learn which one fits your needs.

6Sep

Can Smaller LLMs Learn to Reason Like Big Ones? The Truth About Chain-of-Thought Distillation

Posted by JAMIUL ISLAM 2 Comments

Smaller LLMs can learn to reason like big ones through chain-of-thought distillation - cutting costs by 90% while keeping 90%+ accuracy. Here's how it works, what fails, and why it's changing AI deployment.