Open decision models from 0.8B to 27B: a calibrated probability for every option in one pass, and a short thought only when unsure. Engine for vLLM, llama.cpp and MLX.
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斑海豹 — Phocinae-Largha-150M-v1: a 144.3M bilingual decision model. Tiny model. Big decisions. 小海豹，大决断。
教你把工资、加班费和没休完的年假一分不少地要回来，社保断了怎么接、工伤生育怎么办；被针对、被调岗、被裁时知道怎么走、怎么不留尾巴。576 条建议，每条写明花掉什么、换回什么、证据有多硬，来源只引官方文件原文和研究文献。
Fast, exact inference for StartLux-Decision models on NVIDIA GPUs: the released GGUF files on int8 and 4-bit tensor cores, behind the /v1/systemone API, with up to 5.3× lower latency than vLLM in FP8 and bit-identical answers.
Put your idea on trial in front of a jury of 12 Claudes. A free Claude Code skill.
DecisionPivot: a diagnostic benchmark for decision models in LLM systems. Contrast pairs that differ in one decisive detail, generators with independent solvers, scorer and runners.