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cff-version: 1.2.0
message: "If you use the IGLA trainer pipeline in research, please cite it as below."
title: "trios-trainer-igla · IGLA Training Pipeline (Trinity S³AI)"
abstract: "trios-trainer-igla is the ONE-SOURCE-OF-TRUTH training pipeline for the IGLA architecture-search race of the Trinity S³AI / GOLDEN SUNFLOWERS research programme. Owns the 5-lane migration L-T1..L-T5, the embargo ledger, the triplet format, and the pre-registered Gate G1/G2/G3 acceptance gates (Gate-2 BPB<1.85, Gate-3 BPB<1.5). Anchor: phi^2 + phi^-2 = 3. Canonical Zenodo source of truth: https://zenodo.org/communities/trinity-s3ai/."
authors:
- family-names: "Vasilev"
given-names: "Dmitrii"
orcid: "https://orcid.org/0009-0008-4294-6159"
affiliation: "Trinity Research Collective"
version: 1.0.0
doi: 10.5281/zenodo.19227877
date-released: 2026-05-14
url: "https://github.com/gHashTag/trios-trainer-igla"
repository-code: "https://github.com/gHashTag/trios-trainer-igla"
license: MIT
license-url: "https://opensource.org/licenses/MIT"
keywords:
- "ternary neural networks"
- "IGLA training"
- "Trinity S3AI"
- "GF16 matmul"
- "Gate-2 BPB"
- "phi^2 + phi^-2 = 3"