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pyvene-interventions

orchestra-research893 installs

Find what drives your neural network's behavior.

What it does

Guides experiments that test how PyTorch model components affect behavior using pyvene interventions.

When to use it

Use for causal tracing, activation patching, interchange intervention training, or testing causal hypotheses about model components.

How to use it

Give it a causal-intervention question about a model; it returns guidance and code patterns for implementing the experiment.

Uses

Latest review

What you need · 3

The intervention workflows use pyvene; the declared minimum version is 0.1.8.

The declared dependencies require torch version 2.0.0 or newer.


Access · 2

This skill

Hugging Face

Read

Loads a pretrained steering intervention

pyvene

Execute

Installs pyvene