laya-apple

Did my openJev Verdict(Oss jev made on just 151M param base model) hit #2(possibly #1 even?) on JevBenchmarks> When JevBench v1.2 evaluated openJev Verdict earlier this week, we were sitting at #11 with a score of 66.2. I audited the benchmark run this morning and realized the Show more

Hemant

@heman10x

Did my OSS-Jev called Verdict, beat Official Typesafeai 's Jev ?, and Laya (the best performing OSS Jev) on their own benchmark? When I first tested Verdict 1.0(my earlier attempt of oss-jev) earlier this week, it scored 26.10% accuracy. Uniform random guessing on that split is

3:25 PM · Sep 20, 2026

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Sep 22, 2026

Laya

Open Apache 2.0 System One model. ModernBERT, typed choice/score/noul in one pass. Fine-tune notebook on Kaggle T4s. Not Jev.

Nandakishor m

@Nandakishorm1

Asking everyone to fine tune github.com/NandhaKishorM/… Just use any kinda agentic harness like claude code, codex etc. Change the code and use free kaggle GPUs to train your own use cases. Base model has limitations

10:21 AM · Sep 21, 2026

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Sep 22, 2026

Kev

Jared Palmer's open Jev-like family on Qwen3.5. 0.8B, 4B, 9B. TypeSafe SDK with a base_url change. Train on one H100.

Jared Palmer

@jaredpalmer

Kev has now been refactored on top of Qwen3.5. New checkpoints are now available at 0.8B, 4B, and 9B along with a fine-tuning script you can use with @modal. github.com/jaredpalmer/kev

Jared Palmer

@jaredpalmer

UPDATE: Kev-0.6B, 4B, and 8B are now available. Kev is a family of small open source Jev-like decision models you can train and run yourself. This new family is based on Qwen3 using the same LoRA + small pointer head technique as before, but scaled up. Out of domain, on data

2:52 PM · Sep 21, 2026

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Sep 22, 2026

SemIf

Open decision model that reads option logits from local Qwen-class weights. Browser demo at openjev.com. TypeSafe SDK compatible.

Theodore

@theoleecj

SemIf update today: merged Apple Silicon/MPS support (GitHub: dp-IED), a 27B EXL3 bridge hitting 95.8% balanced accuracy (@jkyamog) , and proper temperature calibration (GitHub: samarthpatel24) 📊 Check it out at openjev.com, GitHub.com/theoleecj/semif

7:18 PM · Sep 21, 2026

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