Model Distillation

Quick Definition

Creating smaller models that replicate larger model behavior

Creating smaller models that replicate the behavior of larger teacher models for efficient deployment.

TinyBERT, mobile models, edge deployment

pruning quantization model-compression

Framework for responsible AI development policies

Partitioning images into labeled segments per pixel

Generative model creating data by iteratively removing noise

AI that processes and integrates multiple data types

Quantifying each input features contribution to predictions

Framework for developing fair, transparent, accountable AI