Coffeemood1611/devn-winning-checkpoints

DEVN checkpoint safety bundle - 2026-08-02

This directory is a local, workspace-contained recovery copy. It is not a model-selection claim beyond the roles below.

Contents

• rank512-ep29/: mature rank-512 shared-basis checkpoint. This is the strongest balanced same-data model and the current cash-sentinel baseline.
• rank512-relation-ep19/: mature rank-512 checkpoint with the frozen-base relation residual. This is the current ten-board virgin MTT winner. Both the authoritative rank-512 Torch state, self-contained ONNX, and Rust-compatible external-data export are included. The previously downloaded Torch file was discovered to contain a rank-128 state despite its name; it is retained as epoch_019.rank128-mislabeled.pt for provenance and must not be loaded.
• rank1024-ep29/: mature endpoint of the full 30-epoch rank-1024 residual-expansion run. It includes the PyTorch checkpoint, self-contained ONNX, Rust-compatible external-data ONNX and sidecar, training config, and complete metrics history. The ONNX export matched PyTorch within 3.433e-05.
• rank1024-in-progress/: epoch-19 and epoch-23 recovery states retained for provenance only. They are not promoted checkpoints.

SHA256SUMS records every payload hash. The remotely sourced relation and rank-1024 files were hash-compared against their source instances after download.

The mature rank-1024 endpoint completed on 2026-08-02 and was rejected by its matched honest gate: 5.7260% paired and 2.8263% rainbow versus rank-512's 3.1655% and 2.9979%. It remains here only so the negative result is fully reproducible. The promoted artifacts in this bundle are rank-512 epoch 29 and, for the verified MTT tail, rank-512 plus relation epoch 19.