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cs.LG 1

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2025 1

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An Extra RMSNorm is All You Need for Fine Tuning to 1.58 Bits

cs.LG · 2025-05-12 · reject · novelty 3.0

Fine-tuning a pretrained LLM with extra RMSNorm before each quantized linear layer and a gradual two-phase quantization schedule can reach ternary 1.58-bit weights, according to the paper, but the supporting evidence is not reported.

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  • An Extra RMSNorm is All You Need for Fine Tuning to 1.58 Bits cs.LG · 2025-05-12 · reject · none · ref 1

    Fine-tuning a pretrained LLM with extra RMSNorm before each quantized linear layer and a gradual two-phase quantization schedule can reach ternary 1.58-bit weights, according to the paper, but the supporting evidence is not reported.