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Understanding LLM Distillation Techniques

TL;DR AI

Key summary

2 min read
  1. The article explains how LLM distillation lets smaller student models learn from larger teacher models.

  2. It compares three main methods: soft-label, hard-label, and co-distillation.

  3. Companies like Meta and Google use distillation to transfer reasoning and instruction-following skills into cheaper models.

  4. The approach helps cut training and deployment costs while keeping useful model behavior.

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