# LESPORT-L1: LESPORT / LESPORT-L1: expert-streaming fork for the 35B

> Living preprint · as of 2026-10-25 · map node X-174 (experiment) · interim record, not a final result.

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- [X-174] LESPORT-L1 · LESPORT / LESPORT-L1: expert-streaming fork for the 35B · question: Can an expert-streaming llama.cpp fork run the 35B deep model in a small RAM budget with judged-equivalent answers? · result: judged 0.625 vs llama-server 0.634, paired −0.010 (−0.042…+0.018); RSS 2.75–2.81 GiB; 14–17 tok/s on the Mac mini CPU; 10/10 greedy-identical vs the fork base. · set v0.1 R450 contexts (public dev), judge Claude Opus, CI −0.042…+0.018 · verdict: parity

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## Incoming

- ruled out: [D-147] 35B deep mode not delivered; deep tier appears only as roadmap with desktop numbers (no 35B mode delivered, so expert streaming on a phone was dropped) → https://r4topunk.github.io/boar-research/map/d-147.md

Read chapter 7, A phone on a desk, and in a hand: https://r4topunk.github.io/boar-research/research/phone.md

## Facts cited {#facts}

Resolve every [F-…] marker in https://r4topunk.github.io/boar-research/data/facts.json. Each line gives the claim, the number with its metric family, set and status, judge, n, seeds, CI, date and caveat.

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- [F-036] An expert-streaming engine runs the 35B model in under 3 GiB of RAM on a desktop CPU with judged-equivalent answers. judged 0.625 vs llama-server 0.634, paired −0.010 (−0.042…+0.018); RSS 2.75–2.81 GiB; 14–17 tok/s on the Mac mini CPU; 10/10 greedy-identical vs the fork base · set v0.1 (public dev, development data) · judge Claude Opus (judge.v1, both orders) · n 57 (R450 contexts) · seeds 1 · CI paired 95 % bootstrap · date 2026-10-16 · caveat: Desktop only, experts read from a fast SSD and page cache; phone flash speed is unmeasured (analytic bound ≈ 4–6 tok/s with compute).

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Cite as: r4to, independent researcher. RatLab — A Boar Research (2026), research record 1.0, as of 2026-10-25. Text and data CC BY 4.0. Fact ids or a link must travel with a quote. How to cite: https://r4topunk.github.io/boar-research/cite/ · https://r4topunk.github.io/boar-research/CITATION.cff.

AI-reviewed, not clinically reviewed. Nothing here is medical advice.