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News/LiftQuant: Continuous Bit-Width LLM via Dimensional Lifting and Projection
arxiv
PublishedJune 30, 2026 at 4:00 AM

LiftQuant: Continuous Bit-Width LLM via Dimensional Lifting and Projection

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arXiv:2606.04050v2 Announce Type: replace-cross Abstract: Existing quantization methods are fundamentally limited by rigid, integer-based bit-widths (e.g., 2, 3-bit), resulting in a ``deployment gap" where Large Language Models cannot be optimally fitted to specific memory budgets. To bridge this ga

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