Needle
We Distilled Gemini Tool Calling into a 26M Model. Automation foundation model for tiny devices: 2-bit, 8-29 MB, tool calls, ASR, structured extraction and embeddings on phones, wearables, smart homes, robots, cars and microcontrollers. We open-sourced Needle, a 26M parameter function-calling (tool use) model.
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Cactus Needle 3
cactuscompute.com8-29MB automation models can match DeepSeek V4 Flash
Feature Extraction model with 16.4M parameters. Download, explore files and run it on Hugging Face.
Enables small-to-large self-hosted ai models to use local source code when running tool-calling agentic workloads. We actively data mine 20,900+ (2+ TB) popular github repos using large and small ai models to create reuseable: json, markdown and parquet files for local-first tool-calling models.
OpenGraviton
opengraviton.github.ioRun 500B+ parameter models on a consumer Mac Mini
Clai
github.comVendor agnostic Claude Code/Gemini CLI written in Go