Show HN: GPULlama3.java Llama Compilied to PTX/OpenCL Now Integrated in Quarkus
Posted by mikepapadim 3 days ago
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"
Comments
Comment by mikepapadim 3 days ago
Comment by lostmsu 3 days ago
UPD. found no evidence that it supports tensor cores, so it's going to be many times slower than implementations that do.
Comment by mikepapadim 3 days ago
Comment by lostmsu 3 days ago
Comment by mikepapadim 2 days ago
Comment by lostmsu 1 day ago
https://github.com/m4rs-mt/ILGPU/compare/master...lostmsu:IL...
Good article: https://alexarmbr.github.io/2024/08/10/How-To-Write-A-Fast-M...
Comment by sliicemasternet 3 days ago