27 models · checked 20 September 2026
Fine-tuned decision models
Models trained from a general base to return typed decisions. This is where most of the category sits.
Qwen-2.5-1B-RLCD
harshatheg
Qwen2.5-1.5B-Instruct fine-tuned to return typed decisions.
Qwen/Qwen2.5-1.5B-Instruct · apache-2.0
Community carddecider-2b
Mapika
The most-downloaded open-weight decision model in the post-Jev wave. A Qwen3.5-2B decoder fine-tuned to emit typed decisions, and the largest member of a three-model family.
1.9B · Qwen/Qwen3.5-2B-Base · apache-2.0
Community cardopen-jev-deberta-v3-large
com-kotobalabs
A DeBERTa-v3-large encoder positioned as an open reimplementation of Jev. The highest ratio of likes to downloads in the directory, which is usually what a credible claim looks like early.
434M · microsoft/deberta-v3-large · apache-2.0
Community cardmodernbert-ja-310m-jev
argos1111
modernbert-ja-310m fine-tuned to return typed decisions, 315M parameters. Licensed cc-by-sa-4.0, check before commercial use.
315M · sbintuitions/modernbert-ja-310m · cc-by-sa-4.0
Community cardJEV-CPU
Meanblock
Qwen3-0.6B fine-tuned to return typed decisions.
Qwen/Qwen3-0.6B · mit
Community cardlaya-mlx
aac6fef
laya fine-tuned to return typed decisions, 421M parameters.
421M · convaiinnovations/laya · apache-2.0
Community cardlaya-vision-smolvlm-256m
thaitea
SmolVLM-256M-Instruct fine-tuned to return typed decisions, 237M parameters. Licensed cc-by-nc-sa-4.0, check before commercial use.
237M · HuggingFaceTB/SmolVLM-256M-Instruct · cc-by-nc-sa-4.0
Community carddecider-2b-vision
Mapika
Qwen3.5-2B-Base fine-tuned to return typed decisions, 2.2B parameters.
2.2B · Qwen/Qwen3.5-2B-Base · apache-2.0
Community cardLFM2.5-2.6B-RLCD
monotykamary
LFM2.5-2.6B fine-tuned to return typed decisions, 2.7B parameters. Licensed other, check before commercial use.
2.7B · LiquidAI/LFM2.5-2.6B · other
Community cardjev-schema-scorer-deberta-v3-large
mobarmg
deberta-v3-large fine-tuned to return typed decisions, 435M parameters.
435M · microsoft/deberta-v3-large · mit
Community cardOpenThai-SystemOne
iapp
Qwen3.5-0.8B-Base fine-tuned to return typed decisions, 753M parameters.
753M · Qwen/Qwen3.5-0.8B-Base · apache-2.0
Community cardlaya-multilingual-mlx
aac6fef
laya-multilingual fine-tuned to return typed decisions, 322M parameters.
322M · convaiinnovations/laya-multilingual · apache-2.0
Community cardQwen-2.5-1B-RLCD
shreyansh26
Qwen2.5-1.5B-Instruct fine-tuned to return typed decisions.
Qwen/Qwen2.5-1.5B-Instruct · apache-2.0
Community cardlaya-mind2web-browser-agent
ShaunSpark
laya fine-tuned to return typed decisions.
convaiinnovations/laya · apache-2.0
Community cardqwen3-0.6b-rlcd-decision
anthonym21
Qwen3-0.6B-Base fine-tuned to return typed decisions, 596M parameters.
596M · Qwen/Qwen3-0.6B-Base · apache-2.0
Community carddecider-0.8b
Mapika
Qwen3.5-0.8B-Base fine-tuned to return typed decisions, 752M parameters.
752M · Qwen/Qwen3.5-0.8B-Base · apache-2.0
Community cardlaya-grounded
Luni
laya fine-tuned to return typed decisions, 421M parameters. Licensed cc-by-nc-4.0, check before commercial use.
421M · convaiinnovations/laya · cc-by-nc-4.0
Community cardqwen3-0.6b-rlcd
thefloydd
Qwen3-0.6B-Base fine-tuned to return typed decisions.
Qwen/Qwen3-0.6B-Base · apache-2.0
Community cardsystemone-lite-0.5b
dwidlee
A 0.5B decision model on Qwen2.5, the only entry here built on a previous-generation base. Real downloads, zero likes.
494M · Qwen/Qwen2.5-0.5B-Instruct · apache-2.0
Community cardsystem-one-mini
DavidHatley
distilbert-base-uncased fine-tuned to return typed decisions, 69M parameters.
69M · distilbert/distilbert-base-uncased · apache-2.0
Community cardbert4jev
ukung
deberta-v3-large fine-tuned to return typed decisions, 434M parameters.
434M · microsoft/deberta-v3-large · apache-2.0
Community cardJevForge-0.8B
AndeyTait
Qwen3.5-0.8B fine-tuned to return typed decisions.
Qwen/Qwen3.5-0.8B · apache-2.0
Community cardsystem-one-distilled
shreyanbr
deberta-v3-xsmall-zeroshot-v1.1-all-33 fine-tuned to return typed decisions, 71M parameters.
71M · MoritzLaurer/deberta-v3-xsmall-zeroshot-v1.1-all-33 · apache-2.0
Community cardsystem-one-gold
shreyanbr
deberta-v3-xsmall-zeroshot-v1.1-all-33 fine-tuned to return typed decisions, 71M parameters.
71M · MoritzLaurer/deberta-v3-xsmall-zeroshot-v1.1-all-33 · apache-2.0
Community cardsystem-one-zeroshot
shreyanbr
deberta-v3-xsmall-zeroshot-v1.1-all-33 fine-tuned to return typed decisions, 71M parameters.
71M · MoritzLaurer/deberta-v3-xsmall-zeroshot-v1.1-all-33 · apache-2.0
Community carddecider-35b-a3b
Mapika
Qwen3.5-35B-A3B-Base fine-tuned to return typed decisions, 35B parameters.
35B · Qwen/Qwen3.5-35B-A3B-Base · apache-2.0
Community cardlaya-typed-decisions-mlx
aac6fef
laya-typed-decisions fine-tuned to return typed decisions, 421M parameters.
421M · convaiinnovations/laya-typed-decisions · apache-2.0
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