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@ -346,11 +346,15 @@ mpirun -hostfile hostfile -n 3 ./main -m ./models/7B/ggml-model-q4_0.gguf -n 128
```
### Vulkan Build
**Vulkan** is a new library aimed at replacing **OpenGL**. Starting from version `b1996`, `llama.cpp` now supports **Vulkan** as a backend. It can be faster (almost 2x on NVIDIA GeForce RTX™ 3060 Laptop GPU) than **CUDA** on a consumer-grade NVIDIA graphics card.
**Vulkan** is a new library aimed at replacing **OpenGL**. Starting from version `b1996`, `llama.cpp` now supports **Vulkan** as a backend.
To build with **Vulkan**:
- Ensure that your operating system and graphics card support **Vulkan**.
- Install Vulkan realted dependents:
- On Debian based distros:
```
apt install libvulkan-dev
```
- Build `llama.cpp` with the following arguments: `LLAMA_VULKAN=1`.
### BLAS Build