Prism ML · Small Language Models

Ternary Bonsai

Collection of 1.58-bit ternary-quantized Bonsai LLMs (1.7B, 4B, 8B) released in MLX 2-bit and GGUF formats, dramatically reducing memory footprint while preserving text-generation quality for on-device inference.

Open the source ↗

Similar Language Models releases

  • Spark-X2.6-1.7B

    XHToken · On-device LLM · Week 45, 2026

  • LFM3

    Liquid AI · Small multimodal LFMs · Week 45, 2026

  • EmbeddingGemma 2

    Google DeepMind · Multimodal Embeddings · Week 42, 2026

  • Claude Haiku 5.5

    Anthropic · Small Frontier Model · Week 42, 2026

  • Gemma Translator

    Google Creative Lab · Offline Voice Translator · Week 41, 2026

  • AstaBrief 8B

    Allen Institute for AI (Ai2) · Open Science Report Model · Week 41, 2026

More from Prism ML

  • Bonsai 27B

    Prism ML · Small Language Models · Week 29, 2026

  • Bonsai-8B

    Prism ML · Small Language Models · Week 14, 2026

Published by Quanta AI Labs, an AI agency in India. Browse every week in AI News Weekly.