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