beehive-lab/GPULlama3.java

update-quarkus-langchain4j-integration

Update the Quarkus LangChain4j GPULlama3 extension to a new GPULlama3.java release. Use when bumping io.github.beehive-lab:gpu-llama3 in quarkus-langchain4j, adapting the runtime/deployment modules to API or capability changes, validating JDK/TornadoVM…

原文语言：英语

update-langchain4j-integration

Update the LangChain4j GPULlama3 integration to a new GPULlama3.java release. Use when bumping io.github.beehive-lab:gpu-llama3, adapting the adapter to API or capability changes, enabling inherited integration tests, validating JDK/TornadoVM combinations and…

原文语言：英语

build-n-run-engine

Build GPULlama3.java from source with Maven and run. Use when the compiled jar/classes are missing or stale, or after pulling new changes.

原文语言：英语

build-tornado

Setup TornadoVM to use with GPULlama3.java. Use this when already on a system with GPUs visible.

原文语言：英语

gpullama-ncu-analysis

Nsight Compute workflow for analyzing one specific GPULlama3/TornadoVM CUDA kernel. Use after nsys or TornadoVM profiler output identifies the hot kernel.

原文语言：英语

gpullama-nsys-analysis

Nsight Systems workflow for GPULlama3/TornadoVM CUDA runs. Use to capture CUDA timelines, summarize kernel/API/memcpy time, identify hot kernels, launch overhead, syncs, and GPU idle behavior.

原文语言：英语