Needle 2 compact on-device tool-calling model

A 45-million-parameter model packaged as a 14 MB binary for tool calling, device control, and structured extraction on small devices.

From ManuAGI - AutoGPT Tutorials — Top Open Source GitHub Projects Sonarr, Dokku, neko, Spec Kit, WeKnora & Public APIs #29 at 08:30

Problem: Running structured tool-calling models on devices with limited memory and connectivity.

For: Developers building assistants for phones, wearables, robots, and other memory-constrained devices.

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