- This PR adds GPU acceleration for ggml tensors, improving performance for long generations and prompt processing.
- Performance numbers show significant speedup on RTX 3090 for prompt processing and token generation.
- The PR includes the addition of CUDA kernels and plans for fixing memory leaks, improving performance for lower-end GPUs, and general code cleanup.
- Llama.cpp is a non-Python machine learning software that offers an alternative to the Python ML ecosystem.
- Users find it appealing due to the simplicity of running C/C++ programs without complex dependency management.
- Llama.cpp is popular for its resource efficiency, ease of installation, and usage compared to other ML libraries.