Docs

Install the desktop app or CLI on macOS, Windows, or Linux

Load your first model and run unlearning in 5 minutes

Hardware and software prerequisites

What it is, why it matters, and how it works

Understanding layers, tensors, and neural network structure

Retain-Aware vs Gradient Forgetting — when to use each

Supported formats, directory structures, and configuration

Inspecting tensors, heatmaps, and statistical analysis

Configuring targets, hyperparameters, and monitoring progress

Probing model capabilities before and after unlearning

Saving modified models in various formats

HTTP endpoints for model management, unlearning, and evaluation

Programmatic access to Remap Studios from Python

API keys, OAuth, and access control

Panels, tabs, canvas, and keyboard shortcuts

Interactive neural network visualization

Using the AI assistant for model analysis