Tutorials

Comprehensive tutorials covering core concepts and research techniques.

Getting Started

• Walkthrough - Complete introduction to nnsight
• Chat Templates - Working with chat-formatted models
• Remote Access - Getting started with NDIF

Causal Tracing

• Causal Models Intro - Introduction to causal modeling
• Activation Patching - Patching activations to trace information flow
• Attribution Patching - Gradient-based attribution methods
• Causal Mediation I - Causal mediation analysis part 1
• Causal Mediation II - Causal mediation analysis part 2
• DAS - Distributed Alignment Search

Probing

• Logit Lens - Interpreting intermediate representations
• Diffusion Lens - Probing diffusion models

Steering

• Dictionary Learning - Learning interpretable feature dictionaries
• LoRA Tutorial - Low-rank adaptation with nnsight