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Capability Evaluation on TruthfulQA (capability)

72TruthfulQA Capabilitysingle-basis Goggles (b = 1)
9.625.84258.2Jul 2, 2026

Evaluation results

MethodLinks
single-basis Goggles (b = 1)Trained to=7002026.0772
GogglesTrained to=7002026.0770
Goggles (Redwood framing)Trained to=7002026.0770
spectral clip (τ = 3.35)Trained to=7002026.0770
base model (no SFT)Trained to=—2026.0770
forward KLTrained to=7002026.0768
In-context distillationTrained to=—2026.0768
SFT on positive documentsTrained to=—2026.0767
SFT on negated documentsTrained to=—2026.0763
Lmax = 1 (no curriculum)Trained to=7002026.0712