"weight-only quantization" Papers

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CodeGEMM: A Codebook-Centric Approach to Efficient GEMM in Quantized LLMs

Gunho Park, Jeongin Bae, Byeongwook Kim et al.

NEURIPS 2025arXiv:2512.17970

Q-Palette: Fractional-Bit Quantizers Toward Optimal Bit Allocation for Efficient LLM Deployment

DEOKJAE LEE, Hyun Oh Song

NEURIPS 2025arXiv:2509.20214

QuIP$\#$: Even Better LLM Quantization with Hadamard Incoherence and Lattice Codebooks

Albert Tseng, Jerry Chee, Qingyao Sun et al.

ICML 2024arXiv:2402.04396