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repository GitHub - cactus-compute/needle: 26m agentic model for tiny devices Needle is a small agentic foundation model (8-29 MB binary) from Cactus Compute for mobiles, wearables, robots, smart homes, cars and microcontrollers. It performs tool calling, structured JSON extraction, and text embeddings on-device, with a layered architecture that supports fine-tuned subnetworks. open source