: It uses a Hessian-based regularizer to identify which weights are most sensitive to quantization.
: The final model is a combination of a dense, low-bit matrix and a sparse, high-precision matrix. 3. Key Performance Metrics SPQR.SPQRAlive.18.var
The "SPQRAlive" tag likely refers to a specific version or variant in a production pipeline (potentially version 18) optimized for "live" or real-time inference environments. These variants often include: : It uses a Hessian-based regularizer to identify
The SpQR framework, as detailed in the ICLR Proceedings , operates through a multi-step process: low-bit matrix and a sparse