ggerganov/llama.cpp Released Version b11874 with OpenCL Optimizations
Release b11874 of llama.cpp introduces new OpenCL optimizations, including optimized topk kernels and a floating-point lightning indexer. These updates improve performance and hardware utilization for devices relying on OpenCL backends during local large language model inference. The pull request specifically adds, optimizes, and refactors tiled topk kernels alongside the new floating-point lightning indexer for OpenCL.
## BACKGROUND
llama.cpp is an open-source software library designed for running efficient inference on various large language models using C/C++. OpenCL is an open, royalty-free standard for cross-platform, parallel programming across diverse hardware accelerators like GPUs and CPUs.