mobile
Everything on Ground Truth tagged “mobile” — 2 items.
Noema Overfit Tool
Repackages compatible mixture-of-experts model files so shared weights stay resident in memory while expert weights stream from local storage on demand, letting phones load models far larger than their RAM. Experimental, and slower than a smaller fully-resident model on short prompts.
Bonsai 27B Tool
PrismML's 1-bit and 1.58-bit builds of Qwen3.6 27B, compressing a 54 GB model to 3.9 GB (binary) or 5.9 GB (ternary) and running at roughly 11 tokens per second on an iPhone 17 Pro. The release ships an honest benchmark table showing the cost: instruction following, tool calling, and vision all degrade sharply, and the vendor states agentic coding is not a strong target of this release.