Armiger — Torrent & Media Intelligence Suite
Collection
Compact byte-level RoPE Transformer + File-Tree Encoder models and Swarm Health Adapters for real-time BitTorrent, DHT, and media classification. • 8 items • Updated • 1
Armiger Plugin #5 — CalibrationAndDHT (v3.0-gold-r5)
Bundled in
NorviTech/armiger-ultraviaArmigerUltraPipeline.from_directory("."); this repo is for modular pinning.
Per-head temperature scaling (calibration.json, ECE = 1.09%–1.93%) and Mondrian conformal safety thresholds (adult >= 0.5451, junk >= 0.1010, owner_scope >= 0.4770).
Standalone Module Usage
from calibration_and_dht import ArmigerCalibrator
calibrator = ArmigerCalibrator('calibration.json')
- Full Suite, Benchmarks, & Visual Charts:
NorviTech/armiger-ultra· CPU Core:NorviTech/armiger· License: Apache-2.0 - Connectors: Bitmagnet & Rats Search sidecars · Indexer, Torznab &
*Arrstacks (v2.1.3)
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