AI Engineering

Distillation in Practice: Turning a Frontier Model Into a Cheap Specialist

A practical walkthrough of distilling a narrow task from a frontier LLM into a small, cheap fine-tuned specialist model, including data collection and evaluation steps.

Sachin Sharma
Sachin SharmaCreator
Jul 18, 2026
6 min read
Distillation in Practice: Turning a Frontier Model Into a Cheap Specialist
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A practical walkthrough of distilling a narrow task from a frontier LLM into a small, cheap fine-tuned specialist model, including data collection and evaluation steps.

Sachin Sharma

Sachin Sharma

Full Stack Developer & Mobile Engineer

Building digital experiences at the intersection of design and code. Sharing weekly insights on engineering, productivity, and the future of tech.