KiwiMate/KiwiMate-Mini-Preview

TEXT GENERATIONConcurrent Unit Cost:1Model Size:3.2BQuant:BF16Context Size:32kTool Calling:SupportedPublished:May 1, 2026License:apache-2.0Architecture:Transformer Open Weights Featherless Exclusive Cold

KiwiMate/KiwiMate-Mini-Preview is a 3.2 billion parameter Llama-based conversational language model developed by KiwiMate / KyleCodeKiwi. Fine-tuned for the KiwiMate AI companion app, it specializes in New Zealand cultural context, Te Reo Māori vocabulary, and app-specific lore. This model is optimized for fast, low-cost inference, providing general-purpose chat with a distinct "Kiwi" flavour.

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KiwiMate-Mini-Preview: A "Kiwi-Flavoured" Conversational Model

KiwiMate-Mini-Preview, developed by KiwiMate / KyleCodeKiwi, is a 3.2 billion parameter Llama-based conversational language model. It is the smallest in the KiwiMate family, designed for efficient, low-cost inference within the KiwiMate AI companion app. This model is currently a prototype, with future updates and behavioral shifts expected before a stable v1 release.

Key Capabilities & Features

  • New Zealand Context: Fine-tuned to understand and incorporate New Zealand cultural nuances, slang, and geography.
  • Te Reo Māori: Provides light recognition and usage of Te Reo Māori vocabulary.
  • App-Specific Lore: Incorporates "KiwiMate Origin" data and knowledge for in-app mini-games.
  • Optimized for Inference: Designed for speed and cost-effectiveness, making it suitable for free and lower-tier subscription plans.
  • Apache 2.0 License: Released under an open-source license, consistent with the KiwiMate model family's commitment.

Intended Use Cases

  • General-purpose chat and assistant-style conversations within the KiwiMate app.
  • Providing New Zealand cultural and contextual information.
  • Supporting in-app mini-games with relevant knowledge.

Limitations

As a 3B-parameter model, its reasoning depth and factual reliability are limited compared to larger models, prioritizing speed and personality. It is not intended for high-stakes advice (medical, legal, financial) or as an authoritative source on Māori language or tikanga.

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