The Hive Cascade: detect -> repair -> escalate
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Generate verified answers with a multi‑model verification loop
Hive series
The fine-tuned controllers, encoders and decision models that make the Hive harness work.
Note Interactive paper explaining the concept in detail.
SkyIsNotGreen/hive-auditor-1.7b-v1
Text Generation • 2B • Updated • 24Note Hive Auditor 1.7B: Placement + critic | 0.957 / 0.947 HF | 0.047 s / 0.057 s GGUF | vRAM/KV fit and plan validation.
SkyIsNotGreen/hive-reader-1.7b-v1
Text Generation • 2B • Updated • 28Note Hive Reader 1.7B: Mechanics + RAG | 1.000 / 1.000 HF | 0.080 s / 0.060 s GGUF | invoices, amendments and passage QA.
SkyIsNotGreen/hive-tool-manager-1.7b-v1
Text Generation • 2B • Updated • 29Note Hive Tool Manager 1.7B: Agency | 0.977 HF / 0.930 GGUF | 0.048 s GGUF | tool choice and ordered multi-tool plans.
SkyIsNotGreen/hive-dispatcher-1.7b-v1
Text Generation • 2B • Updated • 20Note Hive Dispatcher 1.7B: Dispatcher | 0.950 HF / 0.925 GGUF | 0.275 s GGUF | assignment, dependency schedules and urgent triage.
SkyIsNotGreen/hive-conductor-1.7b-v1
Text Generation • 2B • Updated • 36Note Hive Conductor 1.7B: Controller + planner | 59/60 controller, 69/77 planner HF | 0.25 s / 0.11 s GGUF | current best Conductor seat.