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Asset-1 reduced feature matrices — "The Gauge Is the Obstacle"
Tier-2 artifacts of the Asset-1 adapter-bank study (TASUMER MAF): Bielec & Carlson, "The Gauge Is the Obstacle: Task Identity, Cross-Family Transfer, and Merge-Conflict Prediction from Adapter Weights Alone" (2026).
The bank: 480 LoRA adapters (2 families × 6 tasks × 40 seeds;
Qwen2.5-1.5B-Instruct and Llama-3.2-1B-Instruct), trained under a
pre-registered protocol with a completeness interlock and independent
Director verification. Code, per-item verification bundle (Tier 1), and the
paper source live in the public repository:
https://github.com/tasumermaf/rhombic (paper under paper/).
Files
| file | size | SHA-256 |
|---|---|---|
features_qwen2.5-1.5b.npz |
90.6 MB | 80365ac3b00c958a9cdb04ca7d783197efca29b5876fd5b59039399c4004c9ef |
features_llama3.2-1b.npz |
56.7 MB | 49daac1c0d416ee0cb4a11bc8fef0bf96a59b32cbf05a9ff9d307a0d2b635dd5 |
Each .npz holds the reduced per-representation feature matrices (float32)
exported by the frozen D1 feature functions
(scripts/asset1_d1_identifiability.py at rhombic commit 638f4a8), so a
from-scratch classifier re-run bit-matches the paper's H1/H2 results:
raw-flattened, GL(r)-gauge-canonical ('full' variant, proj_dim=16,
proj_seed=0), and vocab-signature representations, keyed by run per the
bank manifest.
Provenance
- Bank manifest closed 480/480 COMPLETE, 2026-07-20T16:21:19Z.
- Verification-bundle archive SHA-256:
c1891d50fc7c48c27d6fb606d667f1f1120105ed55cb7414c8e4b3d874acfadd. - Every headline number in the paper was independently re-derived from the per-item bundle by the study's Director; the paper's Reproducibility section documents the scope of each re-derivation.
- The paper's post-acceptance adversarial audit (117 verified findings, all
dispositioned) is in the repository at
paper/audit/round-2/ADVERSARY_LADDER_LEDGER_ASSET1.md.
The adapter bank itself (480 trained runs, ~weights) is not published for size; the manifest, per-run configs, and the trainer that reproduces it are in the repository.
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