ggerganov/llama.cpp Released b12123 with OpenCL Updates
Release b12123 of llama.cpp introduces OpenCL additions and improvements specifically for DSV4 operations, including the addition of DSV4_HC_PRE and DSV4_HC_POST functions. These updates enhance performance and compatibility for hardware platforms leveraging OpenCL to run large language models locally. The patch incorporates contributions from Qualcomm contributors targeting OpenCL device acceleration through optimized pre and post processing operations.
## BACKGROUND
llama.cpp is an open-source library that enables efficient inference of large language models on various hardware architectures using the GGML tensor library. OpenCL is an open, royalty-free standard framework that allows software to run across heterogeneous computing platforms including CPUs, GPUs, and other hardware accelerators.