GPULlama3.java Llama Compilied to PTX/OpenCL Now Integrated in Quarkus
wget https://github.com/beehive-lab/TornadoVM/releases/download/v... unzip tornadovm-2.1.0-opencl-linux-amd64.zip # Replace manually with the absolute path of the extracted folder export TORNADO_SDK="/tornadovm-2.1.0-opencl" export PATH=$TORNADO_SDK/bin:$PATH tornado --devices tornado --version # Navigate to the project directory cd GPULlama3.java # Source the project-specific environment paths -> this will ensure the source set_paths # Build the project using Maven (skip tests for faster build) # mvn clean package -DskipTests or just make make #…
In plain words
GPULlama3.java is a Java implementation of the Llama 3 language model compiled to run on GPUs using PTX and OpenCL, integrated with the Quarkus framework. It allows developers to run Llama models on GPU hardware by leveraging TornadoVM for compilation and acceleration. The tool is built and deployed using Maven or Make, and supports running inference with GPU optimization on Linux systems.
written from the facts on this page · September 2026
From the sources
In the maker’s words, at launch
wget https://github.com/beehive-lab/TornadoVM/releases/download/v... unzip tornadovm-2.1.0-opencl-linux-amd64.zip # Replace <path-to-sdk> manually with the absolute path of the extracted folder export TORNADO_SDK="<path-to-sdk>/tornadovm-2.1.0-opencl" export PATH=$TORNADO_SDK/bin:$PATH tornado --devices tornado --version # Navigate to the project directory cd GPULlama3.java # Source the project-specific environment paths -> this will ensure the source set_paths # Build the project using Maven (skip tests for faster build) # mvn clean package -DskipTests or just make make # Run the model (make sure you have downloaded the model file first - see below) ./llama-tornado --gpu --verbose-init --opencl --model beehive-llama-3.2-1b-instruct-fp16.gguf --prompt "tell me a joke"
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