r/LocalLLaMA · · 1 min read

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

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

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

submitted by /u/theoleecj_n
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