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IMU · flagshipIMURUNlocal-first AI, on our own engineChat, agents and web research that run on your computer. Open source, MIT.Explore IMURUN

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Documentation23 guides, from install to engineInstall & runpip, npx, flags and the engineDownloadWindows, macOS and npmGitHub repositoryMIT licence, contribute on GitHub

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pippip install imurun

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All researchFive tracks, all open sourceTracks

01FISH engineOur own C++ engine for running models locallyShippedKERNELS
02GPU offloadOne portable backend for NVIDIA, AMD and IntelIn progressVULKAN
03Agent loopTools, permissions, approvals and sub-agentsShippedAPPROVE
04Web researchCleaned, ranked passages with numbered sourcesShippedSOURCES
05On-device tuningA model that learns from your feedback, locallyExperimentalCONSENT

KERNELSShippedOur own engine, built from scratchFISH is a C++ engine that runs GGUF language models on ordinary computers. No llama.cpp underneath: every kernel, the tokenizer and the planner are ours.Read the track

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IMU

IMURUNlocal-first AI, on our own engine

Documentation23 guides, from install to engineInstall & runpip, npx, flags and the engineDownloadWindows, macOS and npmGitHub repositoryMIT licence, contribute on GitHub

R&D

All research5 tracksFISH engineOur own C++ engine for running models locallyShipped GPU offloadOne portable backend for NVIDIA, AMD and IntelIn progress Agent loopTools, permissions, approvals and sub-agentsShipped Web researchCleaned, ranked passages with numbered sourcesShipped On-device tuningA model that learns from your feedback, locallyExperimental

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Open-source research & development organisation — AI agents, developer tooling and local-first AI. Built in the open from Kolkata.

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All research FISH engine GPU offload Agent loop Web research On-device tuning

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