r/LocalLLaMA 2026-09-16

Qwen3.5 4B + grabbing logits is almost "Jev"? Or even just Qwen Reranker?

u/theoleecj_n

Saw the new Introducing System One Models & Jev - TypeSafe AI Blog Jev model which just outputs probabilities given choices and I thought it sounded a something the Qwen reranker models could do? Then I tried implementing it and got even better results with Qwen 4B + just assign each option to a letter and grab the logit probailities for each one. Results and samples at https://github.com/TheoLeeCJ/openjev , you can try it in your browser too at openjev.com Is there something I'm missing here? Almost not-Jev? Results

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