Compressing Large Language Models (LLMs) with Python Code - 3 Techniques

Compressing Large Language Models (LLMs) with Python Code - 3 Techniques

Shaw Talebi via YouTube Direct link

The Problem -

3 of 8

3 of 8

The Problem -

Class Central Classrooms beta

YouTube videos curated by Class Central.

Classroom Contents

Compressing Large Language Models (LLMs) with Python Code - 3 Techniques

Automatically move to the next video in the Classroom when playback concludes

  1. 1 Intro -
  2. 2 "Bigger is Better" -
  3. 3 The Problem -
  4. 4 Model Compression -
  5. 5 1 Quantization -
  6. 6 2 Pruning -
  7. 7 3 Knowledge Distillation -
  8. 8 Example: Compressing a model with KD + Quantization -

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.