Cactus Needle 26M OSS SLM tool-calling distilled from Gemini
Key Questions
What is Cactus Needle 26M?
Cactus Needle 26M is a 26M-parameter open-source small language model (SLM) distilled from Gemini 3.1, optimized for tool-calling in edge and on-device agents. It garnered 233 points on Hacker News.
How was Needle 26M created?
It was distilled from Gemini 3.1 specifically for tool-calling capabilities, enabling high performance in a tiny footprint suitable for no-VRAM self-hosting.
Why is Needle 26M significant?
It signals a trend in tiny high-performance OSS SLMs, extending efficiency from ZAYA, SubQ, and BitNet. Two new OSS SLMs were teased matching SOTA accuracy at 93x smaller sizes, with HF releases imminent.
26M-param OSS model distilled from Gemini 3.1 for tool-calling edge/on-device agents, HN 233pts buzz; signals tiny high-perf OSS trend extending ZAYA/SubQ/BitNet efficiency to no-VRAM self-hosting amid SLM surge. Two new OSS SLMs teased this week matching SOTA acc 93x smaller/beating OpenAI, HF drops imminent for 32-64GB+ deploys.