Edward J. YoonView a PDF of the paper titled ITQ3_S: High-Fidelity 3-bit LLM Inference via Interleaved Ternary Quantization with Rotation-Domain Smoothing, by Edward J. Yoon View PDFHTML (e...
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Title:pQuant: Towards Effective Low-Bit Language Models via Decoupled Linear Quantization-Awa... bit branch for efficient computation and a compact high-precision branch dedicated to preserving t...
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. Existing watermarks insert a signal into generated tokens that either flags LM-generated text (zero-bit watermarking) or encodes more complex messages (multi-bit watermarking). Though a number...
Banseok LeeYoungmin KimView a PDF of the paper titled Maximizing the Spectral Energy Gain in Sub-1-Bit LLMs via Latent Geometry Alignment, by Banseok Lee and 1 other authors View PDFAb...
Xiangchen MengYangdi LyuView a PDF of the paper titled FedBit: Accelerating Privacy-Preserving Federated Learning via Bit-Interleaved Packing and Cross-Layer Co-Design, by Xiangchen Meng ...
and Furu Wei.BitNet: Scaling 1-bit transformers for large language models.arXiv preprint arXiv:231... and Zhiqiang Shen.FBI-LLM: Scaling up fully binarized LLMs from scratch via autoregressive distill...
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