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HUAWEI Computing Systems Lab

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https://huawei-csl.com
huawei-csl
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Papers

KVarN: Variance-Normalized KV-Cache Quantization Mitigates Error Accumulation in Reasoning Tasks

SINQ: Sinkhorn-Normalized Quantization for Calibration-Free Low-Precision LLM Weights

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Lukas Cavigelli's profile picture Jay. Zhuang's profile picture Lorenz Müller's profile picture Philippe Bich's profile picture Aritra Dhar's profile picture Chiara Boretti's profile picture
huawei-csl 's papers 4
Submitted by
Philippe Bich
69

KVarN: Variance-Normalized KV-Cache Quantization Mitigates Error Accumulation in Reasoning Tasks

huawei-csl HUAWEI Computing Systems Lab
452 10
Submitted by
Philippe Bich
80

SINQ: Sinkhorn-Normalized Quantization for Calibration-Free Low-Precision LLM Weights

huawei-csl HUAWEI Computing Systems Lab
627 6
1

Top-Theta Attention: Sparsifying Transformers by Compensated Thresholding

huawei-csl HUAWEI Computing Systems Lab
5
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Identifying and Exploiting Sparse Branch Correlations for Optimizing Branch Prediction

huawei-csl HUAWEI Computing Systems Lab
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