← AI-Research-SKILLs

/pyvene-interventions

寫程式AI-Research-SKILLsAI翻譯

用 pyvene 的宣告式介入框架,對 PyTorch 模型做因果介入。用於因果追蹤、activation patching、interchange intervention training,或檢驗模型行為的因果假設。

安裝次數
980
專案星數
1.4 萬 ★
授權
MIT
專案更新
2026-10-11

怎麼裝

npx skills add https://github.com/Orchestra-Research/AI-Research-SKILLs --skill pyvene

安裝前請先看過原文內容。中文說明是 AI 翻譯,不保證安全。

原文

Provides guidance for performing causal interventions on PyTorch models using pyvene's declarative intervention framework. Use when conducting causal tracing, activation patching, interchange intervention training, or testing causal hypotheses about model behavior.