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Open-source Jev clones proliferate weeks after TypeSafe's launch

TinyJev launches with two model sizes, offline-capable

2 Sep 22 1:23 PM · 5d ago · 1 post · 1 source · development 2 of 9

TinyJev released with 0.6B and 4B parameter sizes, runs entirely offline on MLX (Apple) and PyTorch, achieving 86ms per question on base M1 versus GPT-6 Sol's 2,042ms on the same benchmarks.

TinyJev launches with two model sizes, offline-capable
github.com

“TinyJev scores every option of every question in a single forward pass and returns all twelve together, 596 ms, 10 of 12 right. GPT-6 Sol writes the same twelve as JSON: 2,198 ms, 12 of 12 right.”

TinyJev documentation, Project benchmark · hn ↗

TypeSafe Creator of Jev decision modelOllaya maintainers Open-source implementation leadsTinyJev maintainers Open-source implementation leadsValen authors Multimodal extension developers

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Peak 8 pieces in two hours at Sep 21, 2 AM; 87 pieces over 7 days (3 articles · 17 posts · 67 comments) Sep 21, 2 AM — 8 pieces · 2 articles · 2 posts · 4 comments — Hacker News 5, Newswires 2, Mastodon 1Sep 21, 4 AM — 2 pieces · 1 post · 1 comment — Hacker News 1, Mastodon 1Sep 21, 6 AM — quietSep 21, 8 AM — 5 pieces · 5 comments — Hacker News 5Sep 21, 10 AM — 7 pieces · 1 post · 6 comments — Hacker News 6, Mastodon 1Sep 21, 12 PM — 3 pieces · 3 comments — Hacker News 3Sep 21, 2 PM — quietSep 21, 4 PM — 1 piece · 1 comment — Hacker News 1Sep 21, 6 PM — 2 pieces · 2 comments — Hacker News 2Sep 21, 8 PM — 2 pieces · 2 comments — Hacker News 2Sep 21, 10 PM — 2 pieces · 2 comments — Hacker News 2Sep 22, 12 AM — quietSep 22, 2 AM — 2 pieces · 2 comments — Hacker News 2Sep 22, 4 AM — quietSep 22, 6 AM — quietSep 22, 8 AM — 1 piece · 1 post — Hacker News 1Sep 22, 10 AM — 1 piece · 1 post — Hacker News 1Sep 22, 12 PM — 1 piece · 1 post — Hacker News 1Sep 22, 2 PM — quietSep 22, 4 PM — 1 piece · 1 post — Hacker News 1Sep 22, 6 PM — quietSep 22, 8 PM — quietSep 22, 10 PM — quietSep 23, 12 AM — quietSep 23, 2 AM — quietSep 23, 4 AM — quietSep 23, 6 AM — quietSep 23, 8 AM — quietSep 23, 10 AM — quietSep 23, 12 PM — quietSep 23, 2 PM — quietSep 23, 4 PM — quietSep 23, 6 PM — quietSep 23, 8 PM — quietSep 23, 10 PM — quietSep 24, 12 AM — quietSep 24, 2 AM — quietSep 24, 4 AM — quietSep 24, 6 AM — quietSep 24, 8 AM — quietSep 24, 10 AM — quietSep 24, 12 PM — quietSep 24, 2 PM — quietSep 24, 4 PM — quietSep 24, 6 PM — 1 piece · 1 post — Hacker News 1Sep 24, 8 PM — quietSep 24, 10 PM — quietSep 25, 12 AM — quietSep 25, 2 AM — quietSep 25, 4 AM — quietSep 25, 6 AM — quietSep 25, 8 AM — quietSep 25, 10 AM — quietSep 25, 12 PM — 1 piece · 1 post — Hacker News 1Sep 25, 2 PM — 5 pieces · 5 comments — Hacker News 5Sep 25, 4 PM — 8 pieces · 8 comments — Hacker News 8Sep 25, 6 PM — 4 pieces · 4 comments — Hacker News 4Sep 25, 8 PM — quietSep 25, 10 PM — quietYesterday, 12 AM — 2 pieces · 2 comments — Hacker News 2Yesterday, 2 AM — 1 piece · 1 comment — Hacker News 1Yesterday, 4 AM — quietYesterday, 6 AM — 2 pieces · 2 comments — Hacker News 2Yesterday, 8 AM — quietYesterday, 10 AM — 5 pieces · 1 article · 1 post · 3 comments — Hacker News 4, Newswires 1Yesterday, 12 PM — 1 piece · 1 comment — Hacker News 1Yesterday, 2 PM — quietYesterday, 4 PM — 1 piece · 1 post — Hacker News 1Yesterday, 6 PM — 1 piece · 1 post — Hacker News 1Yesterday, 8 PM — 6 pieces · 1 post · 5 comments — Hacker News 5, Lobsters 1Yesterday, 10 PM — 3 pieces · 3 comments — Hacker News 3Today, 12 AM — 1 piece · 1 comment — Hacker News 1Today, 2 AM — 1 piece · 1 comment — Hacker News 1Today, 4 AM — 1 piece · 1 post — Hacker News 1Today, 6 AM — 2 pieces · 1 post · 1 comment — Mastodon 1, Hacker News 1Today, 8 AM — 1 piece · 1 comment — Hacker News 1Today, 10 AM — quietToday, 12 PM — 1 piece · 1 post — Hacker News 1Today, 2 PM — quietToday, 4 PM — 1 piece · 1 comment — Hacker News 1Today, 6 PM — quiet 1–234–789
1–2TinyJev launches with two model sizes…3Valen extends decision models to images…4–7Observers pinpoint training pipeline, not…8Commenter questions whether Laya predates…
Sep 22Sep 23Sep 24Sep 25yesterdaynow · 7:37 PM ET

All 9 developments of Open-source Jev clones proliferate weeks after TypeSafe's… →

Hacker NewsMastodonNewswiresLobsters