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 card

embeddinggemma-2-ft-typed-decision

mrm8488

embeddinggemma-2 fine-tuned to return typed decisions, 272M parameters.

272M · google/embeddinggemma-2 · apache-2.0

Community card

open-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 card

strands-decider-2B-hobson-v19

StrandsAgents

Qwen3.5-2B-Base fine-tuned to return typed decisions.

Qwen/Qwen3.5-2B-Base · apache-2.0

Community card

JEV-CPU

Meanblock

Qwen3-0.6B fine-tuned to return typed decisions.

Qwen/Qwen3-0.6B · mit

Community card

Open-Jev-9B

ZefanCai

Qwen3.5-9B fine-tuned to return typed decisions.

Qwen/Qwen3.5-9B · apache-2.0

Community card

laya-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 card

agent-jev

aimeigaoshou

Qwen3-0.6B fine-tuned to return typed decisions, 598M parameters.

598M · Qwen/Qwen3-0.6B · apache-2.0

Community card

OpenThai-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 card

decider-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 card

laya-browser

cklxx

laya fine-tuned to return typed decisions.

convaiinnovations/laya · apache-2.0

Community card

NeoHorse-Jev-4B

TokenRhythm

NeoHorse-1-4B fine-tuned to return typed decisions.

TokenRhythm/NeoHorse-1-4B · apache-2.0

Community card

strands-decider-2B-hobson-v21

StrandsAgents

Qwen3.5-2B-Base fine-tuned to return typed decisions.

Qwen/Qwen3.5-2B-Base · apache-2.0

Community card

decider-4b

Mapika

Qwen3.5-4B-Base fine-tuned to return typed decisions, 4.2B parameters.

4.2B · Qwen/Qwen3.5-4B-Base · apache-2.0

Community card

JevK5

alibiserikbay

Qwen3.5-4B fine-tuned to return typed decisions, 4.2B parameters.

4.2B · Qwen/Qwen3.5-4B · apache-2.0

Community card

mini-Jev

samatv256

Qwen3-0.6B fine-tuned to return typed decisions.

0M · Qwen/Qwen3-0.6B · apache-2.0

Community card

bev-decider-0.4B

avbiswas

Qwen3-0.6B fine-tuned to return typed decisions, 478M parameters.

478M · Qwen/Qwen3-0.6B · cc-by-nc-4.0

Community card

matilda-jev-v1

Maincode

Qwen3.8-27B fine-tuned to return typed decisions, 26B parameters.

26B · Qwen/Qwen3.8-27B · apache-2.0

Community card

JEV-Gemma4-26B-A4B

autotrust

gemma-4-26B-A4B-it fine-tuned to return typed decisions, 26B parameters.

26B · google/gemma-4-26B-A4B-it · apache-2.0

Community card

Open-Jev-2B

ZefanCai

Qwen3.5-2B fine-tuned to return typed decisions.

Qwen/Qwen3.5-2B · apache-2.0

Community card

modernbert-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 card

laya-multilingual-mlx

aac6fef

laya-multilingual fine-tuned to return typed decisions, 322M parameters.

322M · convaiinnovations/laya-multilingual · apache-2.0

Community card

Open-Jev-27B-v1.1

ZefanCai

Qwen3.8-27B fine-tuned to return typed decisions.

Qwen/Qwen3.8-27B · apache-2.0

Community card

MiniCPM5-2B-Jev

ytbai

MiniCPM5-2B fine-tuned to return typed decisions.

openbmb/MiniCPM5-2B · apache-2.0

Community card

strands-decider-2B-qwen3.5-v1-2610

StrandsAgents

Qwen3.5-2B-Base fine-tuned to return typed decisions.

Qwen/Qwen3.5-2B-Base · apache-2.0

Community card

laya-mind2web-browser-agent

ShaunSpark

laya fine-tuned to return typed decisions.

convaiinnovations/laya · apache-2.0

Community card

super-decider

Singularity-Compute

diffusiongemma-26B-A4B-it fine-tuned to return typed decisions, 14B parameters.

14B · google/diffusiongemma-26B-A4B-it · apache-2.0

Community card

decider-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 card

Jev-Style-2B-Decision-v3

chaoliangUNSW

Qwen3.5-2B fine-tuned to return typed decisions, 1.9B parameters.

1.9B · Qwen/Qwen3.5-2B · apache-2.0

Community card

decider-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 card

LFM2.5-2.6B-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 card

jev-schema-scorer-deberta-v3-large

mobarmg

deberta-v3-large fine-tuned to return typed decisions, 435M parameters.

435M · microsoft/deberta-v3-large · mit

Community card

raya

TextCortex

laya fine-tuned to return typed decisions, 322M parameters.

322M · convaiinnovations/laya · apache-2.0

Community card

ara-jev-Faisal

Omartificial-Intelligence-Space

Qwen3.5-4B fine-tuned to return typed decisions, 4.7B parameters.

4.7B · Qwen/Qwen3.5-4B · cc-by-nc-4.0

Community card

laya-typed-decisions-mlx

aac6fef

laya-typed-decisions fine-tuned to return typed decisions, 421M parameters.

421M · convaiinnovations/laya-typed-decisions · apache-2.0

Community card

serigy-jev

wendellperbar

manaca-1b-base fine-tuned to return typed decisions.

AIInstituteLNCC/manaca-1b-base · mit

Community card

strands-decider-E2B-gemma4-v1-2610

StrandsAgents

gemma-4-E2B-it fine-tuned to return typed decisions.

google/gemma-4-E2B-it · apache-2.0

Community card

Tiny-Jev

lostargon

Qwen3-0.6B fine-tuned to return typed decisions, 596M parameters.

596M · Qwen/Qwen3-0.6B · apache-2.0

Community card

qwen3-0.6b-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 card

rsi-jev-v6.1-vl-27b

shgao

Qwen3.8-27B fine-tuned to return typed decisions.

Qwen/Qwen3.8-27B · apache-2.0

Community card

jev-novel-2.5-0.8b-bf16

aikexue170

Qwen3.5-0.8B fine-tuned to return typed decisions, 752M parameters.

752M · Qwen/Qwen3.5-0.8B · apache-2.0

Community card

laya-hebrew

RoeiG

neodictabert-bilingual fine-tuned to return typed decisions, 378M parameters.

378M · dicta-il/neodictabert-bilingual · cc-by-nc-sa-4.0

Community card

j33-jev

J33-AI

embeddinggemma-2 fine-tuned to return typed decisions, 272M parameters.

272M · google/embeddinggemma-2 · apache-2.0

Community card

Bonsai-JEV

dakebakery

Ternary-Bonsai-2-27B-gguf fine-tuned to return typed decisions, 27B parameters.

27B · prism-ml/Ternary-Bonsai-2-27B-gguf · apache-2.0

Community card

decider-12b

Mapika

gemma-4-12B-it fine-tuned to return typed decisions, 12B parameters.

12B · google/gemma-4-12B-it · apache-2.0

Community card

wolf-defender-jev

patronus-studio

mmBERT-small fine-tuned to return typed decisions, 151M parameters.

151M · jhu-clsp/mmBERT-small · mit

Community card

decider-chat-gemma4-31b

Mapika

gemma-4-31B-it fine-tuned to return typed decisions, 31B parameters.

31B · google/gemma-4-31B-it · apache-2.0

Community card

mJev-Qwen3-VL-4B-RLCD

SoMarkAI

Qwen3-VL-4B-Instruct fine-tuned to return typed decisions, 4.4B parameters.

4.4B · Qwen/Qwen3-VL-4B-Instruct · apache-2.0

Community card

laya-pt-es-typed

telepatia-ai

laya-multilingual fine-tuned to return typed decisions, 322M parameters.

322M · convaiinnovations/laya-multilingual · apache-2.0

Community card

jev-vision-27b

leinenterprises

Qwen3.8-27B fine-tuned to return typed decisions.

Qwen/Qwen3.8-27B · apache-2.0

Community card

jev-berta-base-zeroshot-classifier

leobitz

deberta-v3-base fine-tuned to return typed decisions.

microsoft/deberta-v3-base · mit

Community card

cbjev

0010101010-1

laya fine-tuned to return typed decisions, 421M parameters.

421M · convaiinnovations/laya · gpl-3.0

Community card

Qwen-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 card

strands-decider-E4B-gemma4-v1-2610

StrandsAgents

gemma-4-E4B-it fine-tuned to return typed decisions.

google/gemma-4-E4B-it · apache-2.0

Community card

visual-jev-4b-answer-sft

guanxuyu

Qwen3-VL-4B-Instruct fine-tuned to return typed decisions.

Qwen/Qwen3-VL-4B-Instruct · apache-2.0

Community card

archai-jev-zagreus-0.4b-ita

nickprock

zagreus-0.4B-ita fine-tuned to return typed decisions, 438M parameters.

438M · mii-llm/zagreus-0.4B-ita

Community card

JevK5-9B

alibiserikbay

Qwen3.5-9B fine-tuned to return typed decisions, 9B parameters.

9B · Qwen/Qwen3.5-9B · apache-2.0

Community card

Matilda-Jev-v1.5

Maincode

Qwen3.8-27B fine-tuned to return typed decisions, 26B parameters.

26B · Qwen/Qwen3.8-27B · apache-2.0

Community card

laya-code

tindang

laya fine-tuned to return typed decisions, 421M parameters.

421M · convaiinnovations/laya · apache-2.0

Community card

jev-novel-3-27b-fp8

aikexue170

Qwen3.8-27B fine-tuned to return typed decisions, 27B parameters.

27B · Qwen/Qwen3.8-27B · apache-2.0

Community card

turnike-jev-4b

berkay123001

Qwen3.5-4B fine-tuned to return typed decisions.

Qwen/Qwen3.5-4B · apache-2.0

Community card

Laya-Hebrew-V2.1

RoeiG

Laya-Hebrew-V2 fine-tuned to return typed decisions, 406M parameters.

406M · RoeiG/Laya-Hebrew-V2 · cc-by-nc-sa-4.0

Community card

jev-spatial

Fr0zencr4nE

Molmo2-ER fine-tuned to return typed decisions.

allenai/Molmo2-ER · apache-2.0

Community card

laya-vision

savita10

laya fine-tuned to return typed decisions.

convaiinnovations/laya · apache-2.0

Community card

od1-typed-decisions

mvbalaji

Qwen3.5-4B fine-tuned to return typed decisions.

Qwen/Qwen3.5-4B · apache-2.0

Community card

strands-decider-12B-gemma4-v1-2610

StrandsAgents

gemma-4-12B-it fine-tuned to return typed decisions.

google/gemma-4-12B-it · apache-2.0

Community card

strands-decider-26B-A4B-gemma4-v1-2610

StrandsAgents

gemma-4-26B-A4B-it fine-tuned to return typed decisions.

google/gemma-4-26B-A4B-it · apache-2.0

Community card

tasksource-decider-nano

tasksource

ettin-reranker-150m-v1 fine-tuned to return typed decisions, 149M parameters.

149M · cross-encoder/ettin-reranker-150m-v1 · apache-2.0

Community card

ministral3-3b-reasoning-typed-decisions

rony

Ministral-3-3B-Reasoning-2512 fine-tuned to return typed decisions, 3.4B parameters.

3.4B · mistralai/Ministral-3-3B-Reasoning-2512 · apache-2.0

Community card

JevEmbed-Qwen3-Embedding-0.6B

HIT-TMG

Qwen3-Embedding-0.6B fine-tuned to return typed decisions, 596M parameters.

596M · Qwen/Qwen3-Embedding-0.6B · apache-2.0

Community card

nano-jev

sdmlai

MiniLM-L12-H384-uncased fine-tuned to return typed decisions, 33M parameters.

33M · microsoft/MiniLM-L12-H384-uncased · mit

Community card

JevEmbed-Qwen3-Embedding-4B

HIT-TMG

Qwen3-Embedding-4B fine-tuned to return typed decisions, 4B parameters.

4B · Qwen/Qwen3-Embedding-4B · apache-2.0

Community card

decider-2b-dwq-4bit

midium-ai

decider-2b fine-tuned to return typed decisions, 1.9B parameters.

1.9B · Mapika/decider-2b · apache-2.0

Community card

JevEmbed-KaLM-Embedding-V2.5

HIT-TMG

KaLM-embedding-multilingual-mini-instruct-v2.5 fine-tuned to return typed decisions, 494M parameters.

494M · KaLM-Embedding/KaLM-embedding-multilingual-mini-instruct-v2.5 · apache-2.0

Community card

laya-v

henilchopada

laya fine-tuned to return typed decisions, 752M parameters.

752M · convaiinnovations/laya · apache-2.0

Community card

rsi-jev-v6.0-vl-4b

shgao

Qwen3.5-4B-Base fine-tuned to return typed decisions.

Qwen/Qwen3.5-4B-Base · apache-2.0

Community card

laya-cybersec

TextCortex

laya fine-tuned to return typed decisions, 322M parameters.

322M · convaiinnovations/laya · other

Community card

jevify-gemma4-26b-a4b

kushalpatil

gemma-4-26B-A4B-it fine-tuned to return typed decisions, 26B parameters.

26B · google/gemma-4-26B-A4B-it · gemma

Community card

OmniMed-Jev-4B

xmutly

medgemma-1.5-4b-it fine-tuned to return typed decisions.

google/medgemma-1.5-4b-it · apache-2.0

Community card

qwen3-0.6b-rlcd

thefloydd

Qwen3-0.6B-Base fine-tuned to return typed decisions.

Qwen/Qwen3-0.6B-Base · apache-2.0

Community card

jev-novel-2.5-4b-bf16

aikexue170

Qwen3.5-4B fine-tuned to return typed decisions, 4.2B parameters.

4.2B · Qwen/Qwen3.5-4B · apache-2.0

Community card

Qwev-9B-RLCD

gyung

kev-9b fine-tuned to return typed decisions.

jaredpalmer/kev-9b · apache-2.0

Community card

s1-jev-cvltist

AEECollier

Qwen3.5-4B fine-tuned to return typed decisions.

Qwen/Qwen3.5-4B · apache-2.0

Community card

jev-gemma-3-270m

DawoodKMasood

gemma-3-270m-it fine-tuned to return typed decisions.

google/gemma-3-270m-it

Community card

laya-burmese-sib200

aungthuhein-dev

laya fine-tuned to return typed decisions, 322M parameters.

322M · convaiinnovations/laya · apache-2.0

Community card

gyra

RomanRG008

laya fine-tuned to return typed decisions, 421M parameters.

421M · convaiinnovations/laya · apache-2.0

Community card

hertz-1

telepatia-ai

parakeet-tdt-0.6b-v3 fine-tuned to return typed decisions.

nvidia/parakeet-tdt-0.6b-v3 · other

Community card

HydraQwen3.5-0.8B-Jev

athrael-soju

Qwen3.5-0.8B fine-tuned to return typed decisions.

Qwen/Qwen3.5-0.8B · apache-2.0

Community card

jev-guard-v3.2-2b

hubin

Qwen3.5-2B fine-tuned to return typed decisions.

Qwen/Qwen3.5-2B · other

Community card

kestrel-decider-230m

Kestrelyn

LFM2.5-230M-Base fine-tuned to return typed decisions.

LiquidAI/LFM2.5-230M-Base · other

Community card

laya-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 card

laya-ko

2nugu

laya fine-tuned to return typed decisions, 322M parameters.

322M · convaiinnovations/laya · apache-2.0

Community card

recmeets-laya-words

somniusx

laya fine-tuned to return typed decisions.

convaiinnovations/laya · apache-2.0

Community card

video-jev

sp1d5r

Qwen3-Omni-30B-A3B-Instruct fine-tuned to return typed decisions.

Qwen/Qwen3-Omni-30B-A3B-Instruct · cc-by-nc-sa-4.0

Community card

depguard-jev-style-1.5b

JackKozmo29

Qwen2.5-1.5B-Instruct fine-tuned to return typed decisions, 1.5B parameters.

1.5B · Qwen/Qwen2.5-1.5B-Instruct · apache-2.0

Community card

mailguard-jev-style-1.5b

JackKozmo29

Qwen2.5-1.5B-Instruct fine-tuned to return typed decisions, 1.5B parameters.

1.5B · Qwen/Qwen2.5-1.5B-Instruct · apache-2.0

Community card

sevclassifier-jev-style-1.5b

JackKozmo29

Qwen2.5-1.5B-Instruct fine-tuned to return typed decisions, 1.5B parameters.

1.5B · Qwen/Qwen2.5-1.5B-Instruct · apache-2.0

Community card

codeguard-jev-style-1.5b

JackKozmo29

Qwen2.5-1.5B-Instruct fine-tuned to return typed decisions, 1.5B parameters.

1.5B · Qwen/Qwen2.5-1.5B-Instruct · apache-2.0

Community card

Jev-alpha-26B-A4B

chenz53

gemma-4-26B-A4B-it fine-tuned to return typed decisions, 26B parameters.

26B · google/gemma-4-26B-A4B-it · apache-2.0

Community card

JevK5-2B

alibiserikbay

Qwen3.5-2B fine-tuned to return typed decisions, 1.9B parameters.

1.9B · Qwen/Qwen3.5-2B · apache-2.0

Community card

OpenThai-SystemOne-Ollama

iapp

OpenThai-SystemOne fine-tuned to return typed decisions, 752M parameters.

752M · iapp/OpenThai-SystemOne · apache-2.0

Community card

jev-decisions-v1-model

GhostScientist

Qwen3.5-0.8B fine-tuned to return typed decisions, 752M parameters.

752M · Qwen/Qwen3.5-0.8B · apache-2.0

Community card

xDecision

mccoysc

laya-multilingual fine-tuned to return typed decisions.

convaiinnovations/laya-multilingual · apache-2.0

Community card

JevK5-Lite

alibiserikbay

deberta-v3-large fine-tuned to return typed decisions, 434M parameters.

434M · microsoft/deberta-v3-large · apache-2.0

Community card

laya-v796

Falconsai

laya fine-tuned to return typed decisions, 421M parameters.

421M · convaiinnovations/laya · apache-2.0

Community card

JevForge-0.8B

AndeyTait

Qwen3.5-0.8B fine-tuned to return typed decisions.

Qwen/Qwen3.5-0.8B · apache-2.0

Community card

statim-decide-multilingual-base

Beko2210

laya-multilingual fine-tuned to return typed decisions, 322M parameters.

322M · convaiinnovations/laya-multilingual · other

Community card

system-one-model

stephenlb

gemma-4-12B fine-tuned to return typed decisions, 12B parameters.

12B · google/gemma-4-12B · gemma

Community card

Erabo-2B

tanakaisworking

decider-2b fine-tuned to return typed decisions, 1.9B parameters.

1.9B · Mapika/decider-2b · apache-2.0

Community card

cyber-jev

sdmlai

nano-jev fine-tuned to return typed decisions, 23M parameters.

23M · sdmlai/nano-jev · cc-by-nc-4.0

Community card

Jev_Qwen3.8-27B

SargeDev

Huihui-Qwen3.8-27B-abliterated fine-tuned to return typed decisions, 27B parameters.

27B · huihui-ai/Huihui-Qwen3.8-27B-abliterated · apache-2.0

Community card

JevAny-27B-SFT

tianxinwei

Qwen3.8-27B fine-tuned to return typed decisions.

Qwen/Qwen3.8-27B · apache-2.0

Community card

jev-deberta-decider

Nikunjgoyal07

deberta-v3-base fine-tuned to return typed decisions.

microsoft/deberta-v3-base

Community card

Gemma-1B-Jev-Decision-Classification-SystemOne

mondk

gemma-3-1b-pt fine-tuned to return typed decisions, 1000M parameters.

1000M · google/gemma-3-1b-pt · gemma

Community card

decider-2b-coherent

Mapika

decider-2b fine-tuned to return typed decisions.

Mapika/decider-2b · apache-2.0

Community card

JEV-27B-VL-exl3-4bpw

jyohukuchan

JEV-27B-VL fine-tuned to return typed decisions, 8.5B parameters.

8.5B · autotrust/JEV-27B-VL · apache-2.0

Community card

laya-chess

datafreak

laya fine-tuned to return typed decisions, 421M parameters.

421M · convaiinnovations/laya · apache-2.0

Community card

dana-laya-0.3b-persian

amiralifirouzi

laya-multilingual fine-tuned to return typed decisions, 322M parameters.

322M · convaiinnovations/laya-multilingual · apache-2.0

Community card

elythros-decider-0.6b

Elythros

Qwen3-0.6B fine-tuned to return typed decisions, 596M parameters.

596M · Qwen/Qwen3-0.6B · apache-2.0

Community card

Laya-Hebrew-V2

RoeiG

laya-hebrew fine-tuned to return typed decisions, 406M parameters.

406M · RoeiG/laya-hebrew · cc-by-nc-sa-4.0

Community card

statim-decide-multilingual-base-pii

Beko2210

statim-decide-multilingual-base fine-tuned to return typed decisions, 3M parameters.

3M · Beko2210/statim-decide-multilingual-base · other

Community card

statim-decide-multilingual-base-safety

Beko2210

statim-decide-multilingual-base fine-tuned to return typed decisions, 3M parameters.

3M · Beko2210/statim-decide-multilingual-base · other

Community card

jev-decider-qwen3-4b

mogita

Qwen3-4B fine-tuned to return typed decisions.

Qwen/Qwen3-4B · apache-2.0

Community card

jev-my-bro-th1200

JonusNattapong

laya-multilingual fine-tuned to return typed decisions, 322M parameters.

322M · convaiinnovations/laya-multilingual · apache-2.0

Community card

Miya-0.2

snowman6

laya-multilingual fine-tuned to return typed decisions.

convaiinnovations/laya-multilingual · apache-2.0

Community card

Alpha

SofiTesfay2010

laya fine-tuned to return typed decisions, 423M parameters.

423M · convaiinnovations/laya · apache-2.0

Community card

Arbiter-4B

Goddragon

NeoHorse-Jev-4B fine-tuned to return typed decisions.

TokenRhythm/NeoHorse-Jev-4B · apache-2.0

Community card

JEV-9B

ArthurZ

JEV-9B fine-tuned to return typed decisions.

autotrust/JEV-9B · apache-2.0

Community card

bialy

paintedwolfcode

laya-multilingual fine-tuned to return typed decisions.

convaiinnovations/laya-multilingual · apache-2.0

Community card

bielik-minitron-jev-v0.1

wwydmanski

Bielik-Minitron-7B-v3.0-Instruct fine-tuned to return typed decisions.

speakleash/Bielik-Minitron-7B-v3.0-Instruct · apache-2.0

Community card

certus-jev-like-v0007

ait-hf

Qwen2.5-1.5B-Instruct fine-tuned to return typed decisions.

Qwen/Qwen2.5-1.5B-Instruct · apache-2.0

Community card

code-oracle-laya-421m

wxsys

laya fine-tuned to return typed decisions, 421M parameters.

421M · convaiinnovations/laya · apache-2.0

Community card

embeddinggemma-2-typed-decision-decisionjs

Jacqkues

embeddinggemma-2-ft-typed-decision fine-tuned to return typed decisions.

mrm8488/embeddinggemma-2-ft-typed-decision · apache-2.0

Community card

jev-d-0.4b-onnx

MissingPackage

laya-typed-decisions fine-tuned to return typed decisions.

convaiinnovations/laya-typed-decisions · apache-2.0

Community card

jev-qwen35-08b

guoan1

Qwen3.5-0.8B-Base fine-tuned to return typed decisions.

Qwen/Qwen3.5-0.8B-Base · apache-2.0

Community card

kodoom

Farahani

laya-multilingual fine-tuned to return typed decisions.

convaiinnovations/laya-multilingual · apache-2.0

Community card

laya-banking77-v1

Cahol

laya fine-tuned to return typed decisions.

convaiinnovations/laya · apache-2.0

Community card

laya-command-head

leehack

laya fine-tuned to return typed decisions.

convaiinnovations/laya · apache-2.0

Community card

laya-news-decisions

InfinimindCreations

laya fine-tuned to return typed decisions, 322M parameters.

322M · convaiinnovations/laya · apache-2.0

Community card

next-jev-stage1-cot

JonesLin

Qwen3.5-0.8B fine-tuned to return typed decisions.

Qwen/Qwen3.5-0.8B

Community card

od1-nano-v2-typed-decisions

mvbalaji

Qwen3.5-0.8B fine-tuned to return typed decisions.

Qwen/Qwen3.5-0.8B · apache-2.0

Community card

rubert-tiny-turbo-typed-decisions-ru

yyhlm

rubert-tiny-turbo fine-tuned to return typed decisions, 32M parameters.

32M · sergeyzh/rubert-tiny-turbo · apache-2.0

Community card

laya-browser

wuyuanpei

laya fine-tuned to return typed decisions.

convaiinnovations/laya · apache-2.0

Community card

archai-jev-qwen-1.5b

nickprock

Qwen2.5-1.5B-Instruct fine-tuned to return typed decisions, 1.5B parameters.

1.5B · Qwen/Qwen2.5-1.5B-Instruct

Community card

workmagic-jev-churn-distill-qwen3-8b-v1

workmagicio

Qwen3-8B fine-tuned to return typed decisions, 8.2B parameters.

8.2B · Qwen/Qwen3-8B · apache-2.0

Community card

gemma3-270m-typed-decisions

rony

gemma-3-270m-it fine-tuned to return typed decisions, 268M parameters.

268M · google/gemma-3-270m-it · gemma

Community card

metask-jev-rain-31B-trained

MeTask-Rain

gemma-4-31B-it fine-tuned to return typed decisions, 33B parameters.

33B · google/gemma-4-31B-it · apache-2.0

Community card

oss-jev-qwen05-decision

gyanbhambhani

Qwen2.5-0.5B-Instruct fine-tuned to return typed decisions, 494M parameters.

494M · Qwen/Qwen2.5-0.5B-Instruct · apache-2.0

Community card

oss-jev-qwen05-decision-noul-bal

gyanbhambhani

oss-jev-qwen05-decision-noul-v2 fine-tuned to return typed decisions, 494M parameters.

494M · gyanbhambhani/oss-jev-qwen05-decision-noul-v2 · apache-2.0

Community card

oss-jev-qwen05-decision-noul-v2

gyanbhambhani

oss-jev-qwen05-decision-noul-bin fine-tuned to return typed decisions, 494M parameters.

494M · gyanbhambhani/oss-jev-qwen05-decision-noul-bin · apache-2.0

Community card

EXAONE-4.0-1.2B-JEV

carrtesy

EXAONE-4.0-1.2B fine-tuned to return typed decisions, 1.3B parameters.

1.3B · LGAI-EXAONE/EXAONE-4.0-1.2B · other

Community card

oss-jev-qwen05-decision-1k

gyanbhambhani

Qwen2.5-0.5B-Instruct fine-tuned to return typed decisions, 494M parameters.

494M · Qwen/Qwen2.5-0.5B-Instruct · apache-2.0

Community card

metask-jev-rain-12B-trained

MeTask-Rain

gemma-4-12B-it-qat-q4_0-unquantized fine-tuned to return typed decisions, 12B parameters.

12B · google/gemma-4-12B-it-qat-q4_0-unquantized · apache-2.0

Community card

systemone-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 card

laya-modernbert-decision-90pct

ameerhmz5

laya fine-tuned to return typed decisions, 421M parameters.

421M · convaiinnovations/laya · apache-2.0

Community card

archai-jev-games-1.5b-v2

nickprock

archai-jev-qwen-1.5b fine-tuned to return typed decisions, 1.5B parameters.

1.5B · nickprock/archai-jev-qwen-1.5b · apache-2.0

Community card

Jev-Style-Qwen3.5-2B-Decision-v2

chaoliangUNSW

Qwen3.5-2B-Base fine-tuned to return typed decisions, 1.9B parameters.

1.9B · Qwen/Qwen3.5-2B-Base · apache-2.0

Community card

Tiny-Jev-1.7B

lostargon

Qwen3-1.7B fine-tuned to return typed decisions, 1.7B parameters.

1.7B · Qwen/Qwen3-1.7B · apache-2.0

Community card

Jev_Qwen3.8-27B-EXL3-4.0bpw

ramgpt

Jev_Qwen3.8-27B fine-tuned to return typed decisions, 7.9B parameters.

7.9B · SargeDev/Jev_Qwen3.8-27B · apache-2.0

Community card

jevify-gemma4-e4b

kushalpatil

gemma-4-E4B-it fine-tuned to return typed decisions, 7.9B parameters.

7.9B · google/gemma-4-E4B-it · gemma

Community card

embeddinggemma-2-multimodal-typed-decision

Danny-Dasilva

embeddinggemma-2 fine-tuned to return typed decisions.

google/embeddinggemma-2 · apache-2.0

Community card

laya

nativ-community

laya fine-tuned to return typed decisions, 421M parameters.

421M · convaiinnovations/laya · apache-2.0

Community card

pplx-decider-v1.1-27b

ArthurZ

pplx-decider-v1.1-27b fine-tuned to return typed decisions, 1M parameters.

1M · perplexity-ai/pplx-decider-v1.1-27b · apache-2.0

Community card

Laya-TypedDecisions-MXFP4

sahilchachra

laya fine-tuned to return typed decisions, 395M parameters.

395M · convaiinnovations/laya

Community card

jev-japanese-judgment

fukayatti0

LFM2.5-1.2B-JP-202606 fine-tuned to return typed decisions, 3M parameters.

3M · LiquidAI/LFM2.5-1.2B-JP-202606 · other

Community card

Laya-Multilingual-MXFP4

sahilchachra

laya fine-tuned to return typed decisions, 307M parameters.

307M · convaiinnovations/laya

Community card

pplx-decider-v1-27b

ArthurZ

pplx-decider-v1-27b fine-tuned to return typed decisions, 1M parameters.

1M · perplexity-ai/pplx-decider-v1-27b · apache-2.0

Community card

decider-chat-qwen3.6-27b

Mapika

Qwen3.6-27B fine-tuned to return typed decisions, 28B parameters.

28B · Qwen/Qwen3.6-27B · apache-2.0

Community card

laya-swedish-preference-gate

jonasaise

laya fine-tuned to return typed decisions, 322M parameters.

322M · convaiinnovations/laya · apache-2.0

Community card

Qwen3.5-4B-typed-decisions-merged

wozniakos10

Qwen3.5-4B fine-tuned to return typed decisions, 4.7B parameters.

4.7B · unsloth/Qwen3.5-4B · apache-2.0

Community card

jev-9b-coreai-w8

silv4souz4

JEV-9B fine-tuned to return typed decisions.

autotrust/JEV-9B · apache-2.0

Community card

voice-decisions-laya-v4

Borcherding

laya fine-tuned to return typed decisions, 421M parameters.

421M · convaiinnovations/laya · apache-2.0

Community card

decider-2b

nativ-community

decider-2b fine-tuned to return typed decisions, 1.9B parameters.

1.9B · Mapika/decider-2b · apache-2.0

Community card

Qwen3.5-4B-typed-decisions

wozniakos10

Qwen3.5-4B fine-tuned to return typed decisions.

unsloth/Qwen3.5-4B · apache-2.0

Community card

Laya-English-MXFP4

sahilchachra

laya fine-tuned to return typed decisions, 395M parameters.

395M · convaiinnovations/laya

Community card

Qwen3.5-0.8B-Typed-Decisions

SnowGemma

Qwen3.5-0.8B fine-tuned to return typed decisions, 873M parameters.

873M · Qwen/Qwen3.5-0.8B · apache-2.0

Community card

llm-jp-4.1-33b-systemone-experimental

shunmoridev

llm-jp-4.1-33b-thinking fine-tuned to return typed decisions, 33B parameters.

33B · llm-jp/llm-jp-4.1-33b-thinking · other

Community card

sn92-df-dm9b

whynotBeTop

JevK5-9B fine-tuned to return typed decisions, 9B parameters.

9B · alibiserikbay/JevK5-9B · apache-2.0

Community card

decider-4b-W8A16

rovangju

decider-4b fine-tuned to return typed decisions, 4.2B parameters.

4.2B · Mapika/decider-4b · apache-2.0

Community card

jeb-typed-decisions

IJyad

jeb fine-tuned to return typed decisions, 178M parameters.

178M · IJyad/jeb · apache-2.0

Community card

decider-2b

Jeetu456

Qwen3.5-2B-Base fine-tuned to return typed decisions, 1.9B parameters.

1.9B · Qwen/Qwen3.5-2B-Base · apache-2.0

Community card

decision-head-qwen3.5-4b-rlcd-32k

AstroHan

Qwen3.5-4B fine-tuned to return typed decisions.

Qwen/Qwen3.5-4B · apache-2.0

Community card

system-one-mini

DavidHatley

distilbert-base-uncased fine-tuned to return typed decisions, 69M parameters.

69M · distilbert/distilbert-base-uncased · apache-2.0

Community card

system-one-270m

kaivoss

gemma-3-270m-it fine-tuned to return typed decisions, 268M parameters.

268M · unsloth/gemma-3-270m-it · gemma

Community card

vera-deberta-v3-large

NovusEdge

open-jev-deberta-v3-large fine-tuned to return typed decisions, 435M parameters.

435M · com-kotobalabs/open-jev-deberta-v3-large · apache-2.0

Community card

Delveta-LayaChoice-v2

eric-ml-nlp

laya fine-tuned to return typed decisions.

convaiinnovations/laya

Community card

openjev-rlcd-qwen3-4b-v1

dknguyen2304

Qwen3-4B fine-tuned to return typed decisions, 4B parameters.

4B · Qwen/Qwen3-4B · apache-2.0

Community card

system-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 card

laya-typed-decisions-ce-1024

minhleduc

laya fine-tuned to return typed decisions, 421M parameters.

421M · convaiinnovations/laya · apache-2.0

Community card

decider-2b-homelab-router

daviestechlabs

decider-2b fine-tuned to return typed decisions, 1.9B parameters.

1.9B · Mapika/decider-2b · apache-2.0

Community card

ocf-typed-decisions-mbert-base

MSGEncrypted

ModernBERT-base fine-tuned to return typed decisions.

answerdotai/ModernBERT-base · apache-2.0

Community card

laya-bangla

algolyzer

laya-multilingual fine-tuned to return typed decisions, 322M parameters.

322M · convaiinnovations/laya-multilingual · apache-2.0

Community card

jev-qwen-decider

Nikunjgoyal07

Qwen3-0.6B fine-tuned to return typed decisions, 478M parameters.

478M · Qwen/Qwen3-0.6B

Community card

raz-systemone-nli-base

RazvanManolache

nli-deberta-v3-base fine-tuned to return typed decisions, 184M parameters.

184M · cross-encoder/nli-deberta-v3-base · mit

Community card

system-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 card

decider-q2b-1.1b

gabrielfior

Qwen3.5-2B-Base fine-tuned to return typed decisions.

Qwen/Qwen3.5-2B-Base · apache-2.0

Community card

xlm-roberta-systemone

itsdevice

xlm-roberta-base fine-tuned to return typed decisions, 278M parameters.

278M · FacebookAI/xlm-roberta-base · mit

Community card

qwen3.5-9b-jev-data-mix-v2

jsaurabh

Qwen3.5-9B fine-tuned to return typed decisions.

Qwen/Qwen3.5-9B · apache-2.0

Community card

raz-systemone-nli-xsmall-openjev

RazvanManolache

nli-deberta-v3-xsmall fine-tuned to return typed decisions, 71M parameters.

71M · cross-encoder/nli-deberta-v3-xsmall · mit

Community card

system-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 card

jev-typed-decisions-causal-0.6b

abidlabs

Qwen3-0.6B-Base fine-tuned to return typed decisions.

Qwen/Qwen3-0.6B-Base · apache-2.0

Community card

sn92-df-v9

Andrew93110

JevK5-9B fine-tuned to return typed decisions, 9B parameters.

9B · alibiserikbay/JevK5-9B · apache-2.0

Community card

statim-decide-multilingual-base-emotion

Beko2210

statim-decide-multilingual-base fine-tuned to return typed decisions, 3M parameters.

3M · Beko2210/statim-decide-multilingual-base · other

Community card

jev-omni-general-head-v3

ferdinandl007

Jev-Omni fine-tuned to return typed decisions.

akhilaaa3/Jev-Omni

Community card

laya-homelab-router

daviestechlabs

laya-typed-decisions fine-tuned to return typed decisions, 421M parameters.

421M · convaiinnovations/laya-typed-decisions · apache-2.0

Community card

metask-jev-4b-policy-mix

Raymond1122

Qwen3.5-4B fine-tuned to return typed decisions, 4.5B parameters.

4.5B · Qwen/Qwen3.5-4B · apache-2.0

Community card

verdict-coreml

FluidInference

rlcd-modernbert-151m fine-tuned to return typed decisions.

heman10x/rlcd-modernbert-151m · apache-2.0

Community card

surebranch-4b

edihasaj

decider-4b fine-tuned to return typed decisions, 4.2B parameters.

4.2B · Mapika/decider-4b · cc-by-sa-4.0

Community card

Laya-1.2-speedup-standalone

vtava

laya-typed-decisions fine-tuned to return typed decisions, 421M parameters.

421M · convaiinnovations/laya-typed-decisions

Community card

OpenThai-SystemOne-bnb-4bit

iapp

OpenThai-SystemOne fine-tuned to return typed decisions, 753M parameters.

753M · iapp/OpenThai-SystemOne · apache-2.0

Community card

decider-4b-W4A16

rovangju

decider-4b fine-tuned to return typed decisions, 4.2B parameters.

4.2B · Mapika/decider-4b · apache-2.0

Community card

JEV-Qwen3.5-0.8B-Base

WIlfLin

Qwen3.5-0.8B fine-tuned to return typed decisions, 873M parameters.

873M · Qwen/Qwen3.5-0.8B · apache-2.0

Community card

bert4jev

ukung

deberta-v3-large fine-tuned to return typed decisions, 434M parameters.

434M · microsoft/deberta-v3-large · apache-2.0

Community card

verdict-laya

ashiksharon005

laya fine-tuned to return typed decisions, 421M parameters.

421M · convaiinnovations/laya · apache-2.0

Community card

lfm2-5-350m-rlcd-coreml

FluidInference

LFM2.5-350M-RLCD fine-tuned to return typed decisions.

notnotsamuel/LFM2.5-350M-RLCD · other

Community card

raz-systemone-nli-xsmall

RazvanManolache

nli-deberta-v3-xsmall fine-tuned to return typed decisions, 71M parameters.

71M · cross-encoder/nli-deberta-v3-xsmall · mit

Community card

JEV-27B-VL-merged

inference-sh

JEV-27B-VL fine-tuned to return typed decisions, 28B parameters.

28B · autotrust/JEV-27B-VL · apache-2.0

Community card

Laya-1.2-speedup

vtava

laya-typed-decisions fine-tuned to return typed decisions.

convaiinnovations/laya-typed-decisions

Community card

statim-decide-multilingual-base-actions

Beko2210

statim-decide-multilingual-base fine-tuned to return typed decisions, 3M parameters.

3M · Beko2210/statim-decide-multilingual-base · other

Community card

jev-omni-general-head-v2

ferdinandl007

Jev-Omni fine-tuned to return typed decisions.

akhilaaa3/Jev-Omni

Community card

OpenThai-SystemOne-NVFP4A16

iapp

OpenThai-SystemOne fine-tuned to return typed decisions, 753M parameters.

753M · iapp/OpenThai-SystemOne · apache-2.0

Community card

turkic-relevance-laya-multilingual

mutkuoz

laya-multilingual fine-tuned to return typed decisions, 307M parameters.

307M · convaiinnovations/laya-multilingual · apache-2.0

Community card

laya-doom-v3

azalio

laya fine-tuned to return typed decisions, 421M parameters.

421M · convaiinnovations/laya · apache-2.0

Community card

laya-pt-es-nli

telepatia-ai

laya-multilingual fine-tuned to return typed decisions, 322M parameters.

322M · convaiinnovations/laya-multilingual · apache-2.0

Community card

sn92-df-v8

Andrew93110

JevK5-9B fine-tuned to return typed decisions, 9B parameters.

9B · alibiserikbay/JevK5-9B · apache-2.0

Community card

bulwark

Abhi268170

laya fine-tuned to return typed decisions, 421M parameters.

421M · convaiinnovations/laya · apache-2.0

Community card

local-system-one-student

Mannedood

ModernBERT-base fine-tuned to return typed decisions, 149M parameters.

149M · answerdotai/ModernBERT-base · mit

Community card

laya-sentiment-multilingual

Ramg77

laya-multilingual fine-tuned to return typed decisions, 322M parameters.

322M · convaiinnovations/laya-multilingual · apache-2.0

Community card

OpenThai-SystemOne-bnb-8bit

iapp

OpenThai-SystemOne fine-tuned to return typed decisions, 753M parameters.

753M · iapp/OpenThai-SystemOne · apache-2.0

Community card

OpenThai-SystemOne-NVFP4

iapp

OpenThai-SystemOne fine-tuned to return typed decisions, 753M parameters.

753M · iapp/OpenThai-SystemOne · apache-2.0

Community card

laya-multilingual-bn-ecom-voice

nafiullah

laya-multilingual fine-tuned to return typed decisions, 322M parameters.

322M · convaiinnovations/laya-multilingual · cc-by-nc-sa-4.0

Community card

system-one-qwen3.5-4b-scorer-smoke

pngwn

Qwen3.5-4B-Base fine-tuned to return typed decisions.

Qwen/Qwen3.5-4B-Base · cc-by-nc-4.0

Community card

Laya-Multilingual-CoreAI

mlboydaisuke

laya fine-tuned to return typed decisions.

convaiinnovations/laya · apache-2.0

Community card

jev-my-bro-th960

JonusNattapong

laya-multilingual fine-tuned to return typed decisions, 322M parameters.

322M · convaiinnovations/laya-multilingual · apache-2.0

Community card

jev-playground-rlcd

soyrsoyr

deberta-v3-large-zeroshot-v2.0 fine-tuned to return typed decisions.

MoritzLaurer/deberta-v3-large-zeroshot-v2.0 · mit

Community card

laya-multitask-intents

sallout

laya-multilingual fine-tuned to return typed decisions, 322M parameters.

322M · convaiinnovations/laya-multilingual · apache-2.0

Community card

LFM2.5-1.2B-RLCD

goutam

LFM2.5-1.2B-Base fine-tuned to return typed decisions, 1.2B parameters.

1.2B · LiquidAI/LFM2.5-1.2B-Base · other

Browse another way

Every model

The full directory, with every facet listed in one place.

What is a decision model?

Start here if the category is new to you.