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Breaking the 1.58-bit Barrier for Ternary LLMs

BACKGROUND
1 SIGNALFIRST DETECTED 16 September 2026
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How the story developed
16 Sept
Breaking the 1.58-bit Barrier for Ternary LLMs
REPORT · WHAT · Hacker News Best (RSS)
Other feeds and industry voices
31 Mar
PrismML — Announcing 1-bit Bonsai: The First Commercially Viable 1-bit LLMs

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1s90wo4/prismml_announcing_1bit_bonsai_the_first/"> <img alt="PrismML — Announcing 1-bit Bonsai: The First

OPINION · WHAT · LocalLLaMAOPEN STORY
16 Jul
ExTernD: Expanded-Rank Ternary Decomposition Ternary LLM PTQ with Accuracy Approaching Any Quantization Level [P]

<!-- SC_OFF --><div class="md"><p><a href="https://arxiv.org/pdf/2607.13511">https://arxiv.org/pdf/2607.13511</a></p> <p>the core idea is, we cannot have ternary PTQ with fixed

OPINION · WHAT · MachineLearningOPEN STORY
3 Jul
Ask HN: Is anyone experimenting with different ways of using LLMs for coding?

<a href="https://news.ycombinator.com/item?id=48771515">Comments</a>

REPORT · HOW · Hacker News Best (RSS)OPEN STORY
16 Jun
Balanced Ternary for optimizing AI

<p>Why Balanced Ternary {-1, 0, +1} Could Be the Future of AI Hardware**</p> <p>For 70 years, computing has been binary: 0 or 1. But AI workloads are fundamentally different from

REPORT · WHAT · Dev.toOPEN STORY
8 Apr
MegaTrain: Full Precision Training of 100B+ Parameter LLMs on a Single GPU

<a href="https://news.ycombinator.com/item?id=47689174">Comments</a>

REPORT · WHAT · Hacker News Best (RSS)OPEN STORY
27 Mar
RYS Part 3: LLMs think in geometry, not language — new results across 4 models, including code and math

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1s59rct/rys_part_3_llms_think_in_geometry_not_language/"> <img alt="RYS Part 3: LLMs think in geometry, not

OPINION · WHAT · LocalLLaMAOPEN STORY
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