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REAX-1.3

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Attribution

REAX 1.3 is a derivative work: one decision model with two parts whose per-option probabilities are averaged 50/50. Credit belongs to every upstream author below. Revisions are immutable pins; repository-owner handles identify the credited contributors.

  • PelaAI — PelaAI/KnowLine-31B-Gen1, revision 8f052a8130e599b53e5324c34f0f5ff90696e1c6; declared licence apache-2.0. Preserved legal files: licenses/PelaAI--KnowLine-31B-Gen1/.
  • SN92 miner uid 18 — gx31-decider, revision 161a41004434e7fdad0aa5facb827159ffbe2e4c; declared licence apache-2.0. Preserved legal files: licenses/CharlieBT--gx31-decider/.
  • vllm-sr — vllm-sr/d3-ultra, revision 52ba9e7a00402f9560c7fba8c039608e7ddee7fb; declared licence apache-2.0. Preserved legal files: licenses/vllm-sr--d3-ultra/.
  • gurujustin — gurujustin/sn92-gen-p5, revision e2b0728e9699b16e01ae0efeee518ce621696d63; declared licence mit. Preserved legal files: licenses/gurujustin--sn92-gen-p5/.
  • tattrongvu — tattrongvu/Jeffan-31b-1710, revision cebfa86c2bed2b5c83b12e44de4374b20c87fd79; declared licence apache-2.0. Preserved legal files: licenses/tattrongvu--Jeffan-31b-1710/.
  • ronanlee777 — ronanlee777/sn92-gen-ma, revision d4aa443d03e12c073a176c84eb53096898943986; declared licence mit. Preserved legal files: licenses/ronanlee777--sn92-gen-ma/.
  • isomsom — isomsom/sn92-gen-m87b, revision 7f04058f63745440fae3c10f8da249a0c55fea40; declared licence mit. Preserved legal files: licenses/isomsom--sn92-gen-m87b/.
  • baselabs — baselabs/mammoth-1, revision 61cec44c281c693992e3d6ebeb44dd3402dfa186; declared licence mit. Preserved legal files: licenses/baselabs--mammoth-1/.
  • Qwen — Qwen/Qwen3.5-27B, revision fc05daec18b0a78c049392ed2e771dde82bdf654; declared licence apache-2.0. Preserved legal files: licenses/Qwen--Qwen3.5-27B/.
  • google — google/gemma-4-31B-it, revision 842da3794eaa0b77d5f08bae87a17459d91ff475; declared licence apache-2.0. Preserved legal files: licenses/google--gemma-4-31B-it/.
  • xflud — xflud/sn92-decider-1, revision db2e622aa508bd82350620bf165441fa4043f3cf; declared licence mit. Preserved legal files: licenses/xflud--sn92-decider-1/.
  • perplexity-ai — perplexity-ai/pplx-decider-v1.2, revision cce0f3f80033e9d89d80831d5281fd72124aacce; declared licence apache-2.0. Preserved legal files: licenses/perplexity-ai--pplx-decider-v1.2/.
  • Qwen — Qwen/Qwen3.8-27B, revision 1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0; declared licence apache-2.0. Preserved legal files: licenses/Qwen--Qwen3.8-27B/.

Lineage: part G combines PelaAI/KnowLine-31B-Gen1 with gx31-decider (SN92 miner uid 18), derived from tattrongvu/Jeffan-31b-1710 and Google Gemma 4. Part Q combines vllm-sr/d3-ultra with gurujustin/sn92-gen-p5, derived from ronanlee777/sn92-gen-ma, isomsom/sn92-gen-m87b and xflud/sn92-decider-1, Base Labs / Baseten mammoth-1 and Qwen3.5-27B. The xflud configuration lineage additionally credits Perplexity and Qwen3.8-27B.

KnowLine serving code is MIT as stated in the original file headers. We retain those headers. The weights retain Apache-2.0 and MIT upstream terms; see each preserved licence and notice. Google Gemma licence declaration is preserved in the upstream model card evidence; its repository does not contain a standalone LICENSE file. No upstream endorsement is implied.

KnowLine rendering/scoring additionally credits llm2jev 0.6.1, Copyright (c) 2026 AnyJev contributors, MIT; layout source credits OpenJev as retained in file headers. Google Gemma 4 official Apache-2.0 terms were checked at https://ai.google.dev/gemma/docs/gemma_4_license; the standard Apache text is included for that component.