Llama.cpp Adds Multi-GPU And Tensor Parallel Support Via NVIDIA Work

Highlighting recent advances in multi-GPU and tensor parallel support in llama.cpp

Over the last few months llama.cpp maintainers and engineers from NVIDIA collaborated to improve the multi-GPU performance in ggml. This resulted in significant performance gains on RTX systems and laid the groundwork for hardware-agnostic tensor parallelism in ggml.

For more information on this and other advancements in the low-level inference engine of llama.cpp, check the technical blog by @NVIDIARTXSpark below