Neutral, dependency-free Java 8 catalog of local win-directml model families: the single source of truth for Hugging Face repo, runtime model id, family, capabilities, download manifest, wdmlpack package name, tokenizer/chat template, allowed-backend matrix and RUNNABLE/UNVERIFIED status, plus the fail-closed installed-model manifest contract.

Neutral, swing-free Java 21 local generation runtime for Windows DirectML/WARP. Public API in com.aresstack.windirectml.inference.api (GenerationRuntime, GenerationModelHandle, catalog-driven family adapters for Qwen, SmolLM2, Gemma 3, Phi-3 and ...