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nnsight-remote-interpretability

davila7/claude-code-templates

nnsight (/ɛn.saɪt/) enables researchers to interpret and manipulate the internals of any PyTorch model, with the unique capability of running the same code locally on small models or remotely on massive models (70B+) via NDIF.

Installs139
Install command
npx skills add https://github.com/davila7/claude-code-templates --skill nnsight-remote-interpretability
About this skill
nnsight (/ɛn.saɪt/) enables researchers to interpret and manipulate the internals of any PyTorch model, with the unique capability of running the same code locally on small models or remotely on massive models (70B+) via NDIF. GitHub : ndif-team/nnsight (730+ stars) Paper : NNsight and NDIF: Democratizing Access to Foundation Model Internals (ICLR 2025) Write once, run anywhere : The same interpretability code works on GPT-2 locally or Llama-3.1-405B remotely. Just toggle remote=True . Use nnsight when you need to: Consider alternatives when: For remote NDIF execution, sign up at login.ndif.us for an API key. The trace context manager enables deferred execution - operations are collected into a computation graph: Inside trace , module accesses return Proxy objects that record operations: Run the same experiments on massive models without local GPUs. Share activations between different inputs in a single trace. Access gradients during backward pass. Note : Gradient access not supported for vLLM or remote execution.

Source description provided by the upstream skill listing. Community reviews and install context appear in the sections below.

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FAQ
What does nnsight-remote-interpretability do?

nnsight (/ɛn.saɪt/) enables researchers to interpret and manipulate the internals of any PyTorch model, with the unique capability of running the same code locally on small models or remotely on massive models (70B+) via NDIF.

Is nnsight-remote-interpretability good?

nnsight-remote-interpretability does not have approved reviews yet, so SkillJury cannot publish a community verdict.

What agent does nnsight-remote-interpretability work with?

nnsight-remote-interpretability currently lists compatibility with codex, gemini-cli, opencode, cursor, claude-code, antigravity.

What are alternatives to nnsight-remote-interpretability?

Skills in the same category include telegram-bot-builder, flutter-app-size, sharp-edges, iterative-retrieval.

How do I install nnsight-remote-interpretability?

npx skills add https://github.com/davila7/claude-code-templates --skill nnsight-remote-interpretability

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