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News/RoleQ: Role-Aligned Scales for Converting Language Models to Ternary
arxiv
PublishedOctober 16, 2026 at 4:00 AM

RoleQ: Role-Aligned Scales for Converting Language Models to Ternary

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arXiv:2610.21808v1 Announce Type: new Abstract: Weight quantization below four bits shrinks memory and bandwidth at a perplexity that looks acceptable, but often at the cost of factual knowledge and task accuracy. Ternary weights have mostly been obtained by training from scratch or long fine-tuning

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