NullSense/Nanbeige4.2-3B-NVFP4-FP8-LoopShield
Refresh EAGLE-3 references for the thinking-aware v2 head (2026-07-24 retrain)
Embed multi-bench quality chart
Super-weight located and protection verified by direct scan (pass-asymmetric spike, looped-arch novelty)
Update bundled plugin: looped-target Eagle3 draft fixes (layer-name offset + target_layer_count stamp)
Add EAGLE-3 draft head to family (chooser row, links; FP8 card: eagle3 as recommended spec)
Embed family charts in the artifact chooser
Style pass: em-dash cleanup in new sections
Split speed from quality evals; add artifact chooser + download snippet
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initial commit
