ModelJars 0.1.48
ModelJars 0.1.48
First qualified hybrid composition.
- New composite recipe module
org.modeljars.composite:granite-answerability: a typed facade for the Granite 4.1 3B answerability hybrid. It opens the qualified Q4_K_M base and the Integrallis-trained answerability activated LoRA through the public API, sharing one physical KV prefix. Callers need--enable-native-access=ALL-UNNAMED. - Catalog composition
granite_4_1_3b_answerability_hybrid, qualified on evidence in integrallis/models at 3ca004e8:- a clean-host run on a fresh machine with both markers resolved from Maven Central, 12 of 12 measurements byte-identical to the qualification arms;
- SQuAD v2 dev 0.878 and MS MARCO v2.1 validation 0.833 on evidence-confirmed labels, against base scores of 0.529 and 0.515, structured and physically shared on all 200 cases per suite;
- kernel identity 10 of 10 per suite against pure Java;
- 50.2% lower latency at a 4,096-token prefix, with unique inference state down from 2.01 GB to 0.68 GB.
- Scope: single-turn answerability on the rust-ffm backend. Multi-turn is not qualified, and on the original dataset labels the MS MARCO suite scores 0.725.
Models runtime: 0.3.42.