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Models plain Java end-to-end test

This app uses ModelJars 0.1.6, Models 0.2.6, and the qualified Qwen3 0.6B Q4_0 marker. The runtime selects the qualification-owned chat template, reports and verifies the cache on first use, exercises the exposed inference pipeline, runs inference in-process, checks the answer, and prints PLAIN_JAVA_E2E_PASS.

This is a lightweight onboarding and integration demo for one known model. It is not a catalog-wide model/backend compatibility test and is not a release qualification gate.

./run.sh

An opt-in Gemma 4 compatibility probe uses the 15.64 GiB Q4_K_M artifact and an 8 GiB Java heap:

./run.sh gemma4

That profile exists to exercise the large-model path explicitly; Qwen remains the fast default. Gemma 4 must pass the repository's default-configuration qualification smoke before it is presented as qualified again.

Requirements: Maven and JDK 25. The script uses the local SDKMAN Temurin 25 installation when the current JAVA_HOME is older.

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