claude

ndif

Self-hosting NDIF, the server behind nnsight's remote=True - standing one up with docker run, compose, or the ndif CLI; deploying, pinning and sizing models; troubleshooting; and changing the server itself

15 on GitHubby NDIF Teamv1.0.0MITupdated yesterday
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Plugin ndif from marketplace ndif-team in ndif-team/skills. Commands read from the repo's manifest — yesterday.

What it installs

Skills (4)

  • develop

    Change NDIF's own server code. Use when working inside the ndif repo — "how does an NDIF request actually run", "where do I add an endpoint / a model actor / a provider / a CLI command", "what is the dispatcher", "trusted vs untrusted execution", "the sandbox runner", "how do I test NDIF", "how do I

  • operate

    Run models on an NDIF you host — deploy, evict, pin, scale, restart, inspect the queue, kill a request, export a models.yaml, and size a model so it actually fits. Use for "deploy a model on NDIF", "ndif deploy/evict/scale/status/queue/kill", "pin a model", "models.yaml", "NDIF_DEPLOYMENTS", "how mu

  • selfhost

    Stand up your own NDIF server — the backend that nnsight's remote=True talks to — on your own GPUs. Use for "run my own NDIF", "self-host NDIF", "docker run ndif/ndif", "local NDIF server", "point nnsight at my server", "ndif start", "install NDIF from source", "NDIF docker compose", or any question

  • troubleshoot

    Diagnose a self-hosted NDIF that is broken — container won't start, no GPU, 503 "compute backend is reconnecting", requests that hang in QUEUED or DEPLOYING, CANT_ACCOMMODATE, CUDA out of memory on deploy or inside a block, "COMPLETED but the client can't download", "The model architecture on this s

View source on GitHub

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Maintain ndif?

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