this post was submitted on 03 Oct 2026

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LocalLLaMA

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JEV collection(zero-shot decision model) SHARE list of links HF (lemmy.ml)

submitted 1 month ago by leanleft@lemmy.ml to c/localllama@sh.itjust.works

10 comments fedilink hide all child comments

https://huggingface.co/Contrastive-LM/CLM-v0.1-8B
https://huggingface.co/crh225/plumb-4b
https://huggingface.co/denis-pplx/autojev-27b
https://huggingface.co/Falconsai/LightDec
https://huggingface.co/Falconsai/LightDec_V2
https://huggingface.co/fastino/GLiNER2.5-Decide
https://huggingface.co/internlm/Intern-Decision-4B
https://huggingface.co/kitaniai/OpenJudgement-4B-Preview
https://huggingface.co/Kwokou/BeeNara
https://huggingface.co/manjunathshiva/opendecider-small-td-GGUF
https://huggingface.co/mohit67890/imajev-4b
https://huggingface.co/Mr-Shmoo/sonda-1.0-4B
https://huggingface.co/mstrasser/Jeff-Qwen3.5-0.8B-emotion
https://huggingface.co/mstrasser/Jeff-Qwen3.5-2B
https://huggingface.co/n4ze3m/Qwen3.5-4B-Hmm
https://huggingface.co/OmniJev/OneJev-0.8B
https://huggingface.co/org2ai/Wald-4B
https://huggingface.co/Reza2kn/Bev
https://huggingface.co/richardyoung/Bev-9B-inverted
https://huggingface.co/SargeDev/Jev_Qwen3.8-27B
https://huggingface.co/startlux-models/StartLux-Decision-4B
https://huggingface.co/startlux-models/StartLux-Decision-9B
https://huggingface.co/SupersonicLabs/Julia-1
https://huggingface.co/togethercomputer/Tev1-4B-experimental

https://huggingface.co/autotrust/JEV-27B-VL
https://huggingface.co/decision-tune/decisiontune-1.0
https://huggingface.co/TheREZOR/TinyDecide
https://huggingface.co/wfzyx/von
https://huggingface.co/ChandruK/MarkOne
https://huggingface.co/anon767tom/smolaya
https://huggingface.co/elliottshort/dante-v1
https://huggingface.co/damianborek/polaris-3
https://huggingface.co/manjunathshiva/opendecider-small-td-GGUF
https://huggingface.co/SupersonicLabs/Julia-1
https://huggingface.co/mohit67890/imajev-4b
https://huggingface.co/org2ai/Wald-4B
https://huggingface.co/everettjf/ezjev-4b-s3
https://huggingface.co/torchcast-ai/torchcast-decision-27b
https://huggingface.co/Mapika/decider-0.8b
https://huggingface.co/logic65/Whittle-Reflex-25B-A3B
https://huggingface.co/prithivMLmods/GEV-26B-Decide-GGUF
https://huggingface.co/prithivMLmods/d1-3B-GGUF
https://huggingface.co/h2oai/h2o-lightning-4b
https://huggingface.co/h2oai/h2o-lightning-4b-nemotron-nano

https://github.com/nokia-applied-research/AnyJev

all 10 comments

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[–] fhein@lemmy.world 6 points 1 month ago

This one supposedly beats Jev at its own game:

https://huggingface.co/Cloudflare/clef (27B)

https://huggingface.co/Cloudflare/clef-flash (9B)

Requires a modded llama-server to run, but I find this project especially interesting. They have extracted the fine-tuning and decision making head from Clef (which is a modded Qwen3.8-27B), to make it possible to run both Clef and normal Qwen at the same time, while sharing the majority of the parameters.

https://huggingface.co/trevest/Qwen3.8-27B-Clef-LoRA-GGUF

[–] pepperfree@sh.itjust.works 6 points 1 month ago

What's this 🤣 https://huggingface.co/richardyoung/Bev-9B-inverted

[–] librekitty@lemmy.today 2 points 1 month ago

bookmarked, thanks!

also, anyone here know a good opencode skill to use with it?

[–] e0qdk@reddthat.com 2 points 1 month ago

Interesting list. These caught my eye when I was looking into this a couple weeks ago, but I haven't gotten around to trying them out yet:

[–] pepperfree@sh.itjust.works 1 point 1 month ago

https://huggingface.co/collections/vllm-sr/decision-20

[–] jobbies@lemmy.zip 1 point 1 month ago (4 children)

What's all this JEV stuff about?

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[–] communist@lemmy.frozeninferno.xyz 1 point 1 month ago (2 children)

Basically if you give it some options it only outputs the ranking of the options rather than generating text and specializing in this decisionmaking has some major benefits in some cases.

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[–] jobbies@lemmy.zip 1 point 1 month ago (1 child)

So its used in conjunction with other models to make decisions?

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[–] communist@lemmy.frozeninferno.xyz 1 point 1 month ago

you can, or you can just use it alone.

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[–] leanleft@lemmy.ml [S] 1 point 3 weeks ago

recently discussed here https://reddit.com/comments/1x29q4a

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