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 #1 — SwarmSurvivalNet (v3.0-gold-r5)
Bundled in
NorviTech/armiger-ultraviaArmigerUltraPipeline.from_directory("."); this repo is for modular pinning.
60-feature log1p-normalized residual MLP (swarm_adapter.pt, 131 KB) predicting BitTorrent swarm liveliness and seeder survival (92.42% AUROC on Public Tracker N=757; 96.83% AUROC on Multi-Source N=10,278).
Standalone Module Usage
from swarm_survival import SwarmResidualAdapter
adapter = SwarmResidualAdapter.from_pretrained('swarm_adapter.pt')
- 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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