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G1c FINO-style adapter: metadata guidance offsets SSL-globalization directionally (+0.014) but no CI-significant recovery; F1b not de-risked at adapter scale (honest)

6f64c8c verified about 2 months ago

arch
covtoken: label-free lesion-subspace token economy (reframed) + gated eval + paper draft about 2 months ago
backbone
covtoken: label-free lesion-subspace token economy (reframed) + gated eval + paper draft about 2 months ago
configs
covtoken: label-free lesion-subspace token economy (reframed) + gated eval + paper draft about 2 months ago
coverage
covtoken: label-free lesion-subspace token economy (reframed) + gated eval + paper draft about 2 months ago
data
covtoken: label-free lesion-subspace token economy (reframed) + gated eval + paper draft about 2 months ago
eval
covtoken: label-free lesion-subspace token economy (reframed) + gated eval + paper draft about 2 months ago
gate
covtoken: label-free lesion-subspace token economy (reframed) + gated eval + paper draft about 2 months ago
gate_reports
research programs v2 (S1-S5) + v3 (F1-F4) + cross-objective mechanism; paper drafts #2/#3; specs; figures about 2 months ago
jobs
G1c FINO-style adapter: metadata guidance offsets SSL-globalization directionally (+0.014) but no CI-significant recovery; F1b not de-risked at adapter scale (honest) about 2 months ago
paper
position vs FINO (Meta FAIR, arXiv:2606.05107): orthogonal frozen-probe vs metadata adaptation; de-risks F1b; complementary experiment noted about 2 months ago
research_specs
G1c FINO-style adapter: metadata guidance offsets SSL-globalization directionally (+0.014) but no CI-significant recovery; F1b not de-risked at adapter scale (honest) about 2 months ago
research_v2
research programs v2 (S1-S5) + v3 (F1-F4) + cross-objective mechanism; paper drafts #2/#3; specs; figures about 2 months ago
research_v3
v4: concentration-steering NEGATIVE (globalization is entangling, not removable); multi-seed rigor (S1 exact law, S2 tail-gap selector regret 0.006); papers updated about 2 months ago
research_v4
G1c FINO-style adapter: metadata guidance offsets SSL-globalization directionally (+0.014) but no CI-significant recovery; F1b not de-risked at adapter scale (honest) about 2 months ago
subspace
covtoken: label-free lesion-subspace token economy (reframed) + gated eval + paper draft about 2 months ago
tests
covtoken: label-free lesion-subspace token economy (reframed) + gated eval + paper draft about 2 months ago
.gitattributes

1.52 kB
initial commit about 2 months ago
.gitignore

59 Bytes
covtoken: label-free lesion-subspace token economy (reframed) + gated eval + paper draft about 2 months ago
README.md

3.18 kB
add model-card frontmatter about 2 months ago
RESEARCH_OVERVIEW.md

5.55 kB
G1c FINO-style adapter: metadata guidance offsets SSL-globalization directionally (+0.014) but no CI-significant recovery; F1b not de-risked at adapter scale (honest) about 2 months ago
__init__.py

0 Bytes
covtoken: label-free lesion-subspace token economy (reframed) + gated eval + paper draft about 2 months ago
run_phase0.py

1.95 kB
covtoken: label-free lesion-subspace token economy (reframed) + gated eval + paper draft about 2 months ago