Tianpei Lu (The State Key Laboratory of Blockchain and Data Security, Zhejiang University), Bingsheng Zhang (The State Key Laboratory of Blockchain and Data Security, Zhejiang University), Xiaoyuan ...

Abstract: The Discrete Fourier Transform (DFT) algorithm is widely used in signal processing and communication systems to transform the signal to the frequency-domain. As real-time signal analysis is ...

The government must provide notice and a hearing in many, but not all, cases. The text of the Constitution is clear and so is the Supreme Court: All non-citizens on U.S. soil must be afforded "due ...

I am encountering an issue while attempting to quantize the Qwen2.5-Coder-14B model using the auto-gptq library. The quantization process fails with a torch.linalg.cholesky error, indicating that the ...

Abstract: Directly affecting both error performance and complexity, quantization is critical for MMSE MIMO detection. However, naively pruning quantization levels is ...

Large language models (LLMs) are powerful, but they can be resource-hungry. The sheer size of these models often makes deployment and inference a challenge, especially on devices with limited memory ...

Autoregressive image generation models have traditionally relied on vector-quantized representations, which introduce several significant challenges. The process of vector quantization is ...