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Home›
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Cactus›
Products & Services›
Needle
Needle

Cactus› offers Needle

ProductOperating Status: Currently Offered

26M-parameter open-source function-call model for small consumer devices.

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Overview

Needle is a 26-million-parameter function-call model distilled from Gemini into a Simple Attention Network. It is designed to run on phones, watches, glasses, and other low-power devices, achieving 6,000 tokens per second prefill and 1,200 tokens per second decode when running on the Cactus engine.

Weights, training code, and a fine-tuning playground are open-sourced on GitHub and Hugging Face. The model targets single-shot tool use and retrieval-and-assembly tasks rather than open-ended reasoning.

Needle - Classification

Industry
  • AI
Model
  • AI Platform

More from Cactus

  • On-Device AI Inference Engine logo

    On-Device AI Inference Engine

Needle - Direct Competitors

  • Alphabet

    Alphabet logo

    Google Gemini

    abc.xyz

AttributeNeedleGoogle Gemini
ProviderCactuscactuscompute.comAlphabetabc.xyz26.1M raised · Public
Founded20251998
Sells ToDevelopersConsumers, Enterprise
Pricing ModelB2B Subscription, FreemiumAdvertising, Recurring, Transactional
OwnershipVenture CapitalPublic
Needle

Provider Cactuscactuscompute.com

Founded 2025

Sells To Developers

Pricing Model B2B Subscription, Freemium

Ownership Venture Capital

Google Gemini

Provider Alphabetabc.xyz26.1M raised · Public

Founded 1998

Sells To Consumers, Enterprise

Pricing Model Advertising, Recurring, Transactional

Ownership Public

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