Bonsai 27B, a 1-bit LLM, is gaining traction for allegedly being the first 27B-class model

Prewire · case file · public copy of the record

FILE P340 PREWIRE receipts archive the live wire

CATCH #240 DETECTED JUL 14, 2026 19:04 UTC

THE CATCHscore 7/10

EXHIBIT 240 · URGENT

Jul 14, 2026 19:04 UTC hacker news https://news.ycombinator.com/item?id=48910545

Bonsai 27B, a 1-bit LLM, is gaining traction for allegedly being the first 27B-class model to run on a phone.

READY TO POST:

bonsai 27b, a 1-bit llm, is making waves for reportedly running a 27b-class model on a phone. pretty cool if true!

seeing some buzz around bonsai 27b and its 1-bit architecture enabling it to run a large model on mobile. potential for on-device ai just got real.

EVIDENCE — the receipts

HN story climbing fast:
title: Bonsai 27B (1-bit LLM): The First 27B-Class Model to Run on a Phone
points: 46 in 1.2h = 37 pts/hr
link: https://prismml.com/news/bonsai-27b
discussion: https://news.ycombinator.com/item?id=48910545

caught by the 20-minute sweep · the live wire · all receipts

THE WIRE RECEIPTS ACCESS @VEDOLOS TERMS PRIVACY break the story before it breaks