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New AI Model Operates Natively on 12GB Memory iPhones

The Bonsai 27B AI model, fine-tuned from Qwen 3.6 27B, can now run natively on iPhones with 12GB of RAM while retaining 90% of its intelligence.

14 July 2026
New AI Model Operates Natively on 12GB Memory iPhones
Image is an AI-generated illustration

Developer PrismML announced the release of the Bonsai 27B AI model, engineered for on-device operation. This model is derived from the Qwen 3.6 27B architecture but significantly optimized for reduced memory consumption.

Two versions of Bonsai 27B are available: a 3-bit Ternary version requiring 5.9 GB, targeted for laptop-level performance, and a 1-bit version utilizing 3.9 GB, specifically designed for smartphone footprints.

This development allows advanced AI capabilities, including multi-step reasoning and long-context workflows, to operate directly on a device without reliance on cloud servers or high-performance hardware.

The release marks a significant advancement in accessible, local AI processing, potentially enabling wider integration into consumer electronics.

Original source: ithome.com