Learn more about Knowledge Distillation here → https://ibm.biz/~9OAE6ZHmW
Small AI models can learn from much larger ones. Aadam Mulla explains model distillation, where student models learn from a teacher’s soft labels and dark knowledge. Learn how distillation balances AI capability, speed, cost, and deployment.
00:00 – Understand What Model Distillation Does
00:36 – See Why Smaller AI Models Matter
01:15 – Connect Model Parameters to Memory and Speed
02:24 – Meet the Teacher and Student AI Models
02:50 – See How LLMs Predict the Next Token
04:59 – Train the Teacher Model with Hard Labels
07:26 – Train the Student with Soft Labels
09:12 – Understand Why Soft Labels Teach More
10:04 – Explore Dark Knowledge in Model Distillation
12:09 – Balance AI Capability with Model Efficiency
AI news moves fast. Sign up for a monthly newsletter for AI updates from IBM → https://ibm.biz/~xkl5jbfCz
AI was used in the creation of the transcript and metadata for this video.
#aimodels #llm #machinelearning #aiengineering
---------------------------------------------------------------------------------------------------------
Find us on YouTube:
? IBM Technology: https://www.youtube.com/@IBMTechnology
? IBM: https://www.youtube.com/@IBM
? IBM Developer: https://youtube.com/@IBMDeveloperAdvocates