LQER runs a high-rank low-precision GEMM and a group of low-rank high-precision GEMMs in parallel to push the limitation of lossless LLM PTQ. The DeepWok Lab, is an ML research group led by Dr. Aaron ...
Abstract: This article illustrates a method for measuring the parameters of a sinewave using information about both the codes and threshold levels in a quantizer. It is shown that by adding knowledge ...
Abstract: A new type of analog error-correcting codes (Analog ECCs) has been proposed by Roth recently. The codes can correct errors of unlimited magnitudes even though the codeword is affected not ...
Integrates dynamic codebook frequency statistics into a transformer attention module. Fuses semantic image features with latent representations of quantization ...
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