Port a new model architecture to jllm. Use when a GGUF file is not recognized, when a family needs its own program description or lowering, or when deciding whether an existing family's implementation can be reused for a new one.
beehive-lab/jllm
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Build jllm with Maven and run it on an accelerator. Use when target/ is missing or stale, after pulling changes, or when switching JDK line or backend.
Update the Quarkus LangChain4j jllm extension to a new jllm release. Use when bumping io.github.beehive-lab:jllm in quarkus-langchain4j, adapting the runtime/deployment modules to API or capability changes, validating JDK/TornadoVM combinations and demos, or…
Build a TornadoVM SDK for jllm. Use when TORNADOVM_HOME is unset, points at the wrong JDK line or backend, or the pinned version has moved.
Nsight Compute workflow for one jllm CUDA kernel. Use after nsys, the TornadoVM profiler or the metrics output has already named the hot kernel.
Nsight Systems workflow for jllm on the CUDA backend. Use to capture a timeline and decide where the time goes: generated kernels, launch overhead, synchronization, host-device transfers, or GPU idle.
Update the LangChain4j jllm integration to a new jllm release. Use when bumping io.github.beehive-lab:jllm, adapting the adapter to API or capability changes, enabling inherited integration tests, validating JDK/TornadoVM combinations and demos, or updating…