Commit History
11 days ago
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Sync with GitHub main f966009 (part 4)
Verified signatureSame tree as GitHub main f966009 (git archive). Binary files stored with Xet/LFS; the four GitHub LFS pointers carry their real bytes here.a1c23d8 -
Sync with GitHub main f966009 (part 3)
Verified signatureSame tree as GitHub main f966009 (git archive). Binary files stored with Xet/LFS; the four GitHub LFS pointers carry their real bytes here.817421f
12 days ago
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Sync with GitHub main 85faeb1 (part 2)
Verified signatureSame tree as GitHub main 85faeb1 (git archive). Binary files stored with Xet/LFS; the four GitHub LFS pointers carry their real bytes here.cfb152f -
Sync with GitHub main 5152e2f
Verified signatureSame tree as JesseBrown1980/With-Felipe-Miguel-Olimpio-da-Cruz-as-The-omega-and-Aether... main at 5152e2f83d89690fed9b62a44824cbab6b158d63 (git archive of that commit). Hugging Face stores binary files with Xet/LFS, so this home is synced through the upload API and its commit ids differ from GitHub's. The four GGUFs GitHub holds as LFS pointers are uploaded here with their real bytes (same sha256 as the pointers).42d913f -
Layer 6: integer-only GCN reference (untrained, hand-set weights)
Claude +1: Claude Opus 5.5Unverified signaturemodel/gnn-int is a new zero-dependency Rust 1.81 crate. No clean, runnable GNN existed in the estate: the only real one is float PyTorch with no tests, whose checkpoint never learned message passing. This follows that baseline's shape (two GCN layers plus an MLP edge head over [h_u || h_v]) without copying its code or weights. - CSR over A+I from an undirected edge list; duplicates and caller self-loops collapse; out-of-range ids and zero dimensions return Err. - Normalization D^-1/2 (A+I) D^-1/2 computed exactly in integers: c = round(65536 / sqrt(d_i*d_j)) = (isqrt(floor(2^34/p)) + 1) / 2. - Q16 fixed point, i128 saturating sums, one round-half-away-from-zero per layer; a piecewise-linear hard sigmoid gives per-mille edge scores in 0..=1000. No floats, no exp, no unsafe. - The weights are hand-set and untrained. The README makes no accuracy claim and documents the precision limits at very high degree. 20 tests: exact coefficients, permutation invariance, a 2-hop receptive…f55391c