500 models · updated 2 November 2026

The decision model directory

Every model we can verify exists, with its base, its licence, and a straight answer about whether anyone has measured it. One of them has been. We say so on every card.

How to read this

Decision models went from one product to a whole shelf in about five days. Jev shipped on 15 September 2026; every open-weight model below was published within the week. Nothing that recent has been checked by anyone outside the people who trained it, which is the entire reason this directory grades evidence instead of ranking models.

Benchmarked means we ran it ourselves on a frozen test split and published the numbers with confidence intervals. Community means the facts below are read from the model’s public card, with the date they were read. We would rather leave a field blank than fill it from a press release.

Benchmarked

We ran it, on a frozen split, and the numbers are on the page.

What the run found

0.740

Accuracy on 2,000 frozen decisions

0.045

Expected calibration error

40.6%

Of the test set has no teacher consensus

The full run, with intervals and the figure we could not reproduce.

The directory, by evidence

  • Benchmarked1
  • Community card499

1 of 500 measured by anyone outside the lab that trained it.

Open weights

Every open-weight model we could verify, including the quantised builds and adapters that other directories drop. Ordered by how much attention each one is getting on Hugging Face.

Community card

laya

convaiinnovations

The most-liked open-weight decision model of the post-Jev wave, a 421M ModernBERT-large encoder. The base release of a three-model family.

421M · apache-2.0

♥ 5.9K↓ 61K18 September 2026

Community card

JEV-27B-VL

autotrust

Qwen3.8-27B fine-tuned to return typed decisions, 28B parameters.

28B · Qwen/Qwen3.8-27B · apache-2.0

♥ 3.1K↓ 2.8M30 September 2026

Community card

JEV-35B

autotrust

Qwen3.5-35B-A3B fine-tuned to return typed decisions, 36B parameters.

36B · Qwen/Qwen3.5-35B-A3B · apache-2.0

♥ 1.8K↓ 1.6M11 October 2026

Community card

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

♥ 590↓ 016 September 2026

Community card

JEV-27B

autotrust

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

27B · Qwen/Qwen3.8-27B · apache-2.0

♥ 472↓ 609.8K25 September 2026

Community card

AutoTrust-JEV-27B-v1.1

autotrust

AutoTrust-JEV-27B-v1.1, an open-weight model published to return typed decisions, 27B parameters.

27B · apache-2.0

♥ 460↓ 102.7K17 October 2026

Community card

Jev-Omni

akhilaaa3

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

google/gemma-4-12B-it · apache-2.0

♥ 439↓ 5.7K20 September 2026

Community card

laya-multilingual

convaiinnovations

The only multilingual decision model we have found, a 322M encoder on mmBERT. Also the one our English-only test set cannot say anything useful about.

322M · apache-2.0

♥ 416↓ 17.7K19 September 2026

Community card

laya-typed-decisions

convaiinnovations

The Laya variant tuned on the typed-decisions benchmark, and the only open model whose card publishes head-to-head numbers against Jev. One of those numbers is the reason we started measuring.

421M · apache-2.0

♥ 171↓ 4.6K18 September 2026

Community card

laya-mlx

aac6fef

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

421M · convaiinnovations/laya · apache-2.0

♥ 120↓ 019 September 2026

Community card

JEV-35B-NVFP4

autotrust

A quantised build of JEV-35B, for running typed decisions on a local runtime instead of a hosted API.

20B · autotrust/JEV-35B · apache-2.0

♥ 117↓ 391.8K11 October 2026

Community card

JEV-9B

autotrust

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

9B · Qwen/Qwen3.5-9B · apache-2.0

♥ 116↓ 912.8K23 September 2026

Community card

cua-s1-forms

cua-ai

A System One model narrowed to one job, filling forms. MIT licensed, and the clearest example in the directory of the interface spreading past the benchmark it was born on.

mit

♥ 116↓ 018 September 2026

Community card

decider-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

♥ 113↓ 54.4K16 September 2026

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

♥ 81↓ 1.8K11 October 2026

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

♥ 74↓ 1.1K18 September 2026

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

♥ 67↓ 030 September 2026

Community card

JEV-CPU

Meanblock

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

Qwen/Qwen3-0.6B · mit

♥ 64↓ 019 September 2026

Community card

Open-Jev-9B

ZefanCai

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

Qwen/Qwen3.5-9B · apache-2.0

♥ 54↓ 020 September 2026

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

♥ 50↓ 019 September 2026

Community card

laya-coreml

FluidInference

A Core ML build of laya, for running typed decisions on on-device Apple runtimes instead of a hosted API.

convaiinnovations/laya · apache-2.0

♥ 45↓ 14221 September 2026

Community card

agent-jev

aimeigaoshou

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

598M · Qwen/Qwen3-0.6B · apache-2.0

♥ 42↓ 48021 September 2026

Community card

rlcd-modernbert-151m

heman10x

The smallest decision model we track, at 151M parameters on a GLiClass/ModernBERT encoder. If it holds accuracy, it changes what this class of model costs to run.

151M · knowledgator/gliclass-modern-base-v2.0 · apache-2.0

♥ 41↓ 20.9K17 September 2026

Community card

Laya-GGUF

ggml-org

A GGUF build of laya, for running typed decisions on llama.cpp instead of a hosted API.

421M · convaiinnovations/laya · apache-2.0

♥ 38↓ 22.6K1 October 2026

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

♥ 37↓ 3K20 September 2026

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

♥ 35↓ 2K16 September 2026

Community card

laya-browser

cklxx

laya fine-tuned to return typed decisions.

convaiinnovations/laya · apache-2.0

♥ 35↓ 69921 September 2026

Community card

NeoHorse-Jev-4B

TokenRhythm

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

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

♥ 33↓ 82123 September 2026

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

♥ 33↓ 05 October 2026

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

♥ 31↓ 9.7K22 September 2026

Community card

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

chaoliangUNSW

A GGUF build of Jev-Style-Qwen3.5-2B-Decision, for running typed decisions on llama.cpp instead of a hosted API.

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

♥ 28↓ 10.3K21 September 2026

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

♥ 25↓ 118.2K22 September 2026

Community card

laya-GGUF

mys

A GGUF build of laya, for running typed decisions on llama.cpp instead of a hosted API.

convaiinnovations/laya · apache-2.0

♥ 25↓ 1.7K20 September 2026

Community card

LFM2.5-350M-RLCD

notnotsamuel

A typed-decision model from notnotsamuel, 354M parameters. Licensed other, check before commercial use.

354M · other

♥ 25↓ 29516 September 2026

Community card

Jev-Style-0.8B-Decision-v3-GGUF

chaoliangUNSW

A GGUF build of Jev-Style-0.8B-Decision-v3, for running typed decisions on llama.cpp instead of a hosted API.

752M · chaoliangUNSW/Jev-Style-0.8B-Decision-v3 · apache-2.0

♥ 23↓ 9.2K24 September 2026

Community card

mini-Jev

samatv256

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

0M · Qwen/Qwen3-0.6B · apache-2.0

♥ 23↓ 34821 September 2026

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

♥ 21↓ 41028 September 2026

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

♥ 21↓ 31830 September 2026

Community card

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

pngwn

The largest open model in the directory and the only one aimed at a single primitive, score. Licensed cc-by-nc-4.0, which rules it out of commercial use regardless of how it benchmarks.

Qwen/Qwen3.5-4B-Base · cc-by-nc-4.0

♥ 21↓ 19516 September 2026

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

♥ 18↓ 43.8K29 September 2026

Community card

Open-Jev-2B

ZefanCai

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

Qwen/Qwen3.5-2B · apache-2.0

♥ 17↓ 020 September 2026

Community card

cua-s1-forms-coreml

FluidInference

A Core ML build of cua-s1-forms, for running typed decisions on on-device Apple runtimes instead of a hosted API.

cua-ai/cua-s1-forms · mit

♥ 16↓ 13919 September 2026

Community card

bekko-system-one-v0-400m

hotchpotch

An ONNX build of ettin-reranker-400m-v1, for running typed decisions on ONNX Runtime instead of a hosted API.

cross-encoder/ettin-reranker-400m-v1

♥ 16↓ 029 September 2026

Community card

laya-multilingual-GGUF

mys

A GGUF build of laya-multilingual, for running typed decisions on llama.cpp instead of a hosted API.

convaiinnovations/laya-multilingual · apache-2.0

♥ 15↓ 2.5K20 September 2026

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

♥ 15↓ 47519 September 2026

Community card

bekko-system-one-v0-17m

hotchpotch

An ONNX build of ettin-reranker-17m-v1, for running typed decisions on ONNX Runtime instead of a hosted API.

cross-encoder/ettin-reranker-17m-v1

♥ 15↓ 029 September 2026

Community card

laya-multilingual-mlx

aac6fef

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

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

♥ 15↓ 019 September 2026

Community card

laya-onnx

Mattepiu

A ONNX build of laya, for running typed decisions on runtimes without PyTorch instead of a hosted API.

convaiinnovations/laya · apache-2.0

♥ 15↓ 018 September 2026

Community card

Open-Jev-27B-v1.1

ZefanCai

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

Qwen/Qwen3.8-27B · apache-2.0

♥ 15↓ 022 September 2026

Community card

laya-gguf

fr0stbit3

A GGUF build of laya, for running typed decisions on llama.cpp instead of a hosted API.

395M · convaiinnovations/laya · apache-2.0

♥ 14↓ 72020 September 2026

Community card

pplx-decider-27B-Artemis-GGUF

turintech

A GGUF build of pplx-decider-27B-Artemis, for running typed decisions on llama.cpp instead of a hosted API.

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

♥ 12↓ 3.1K12 October 2026

Community card

MiniCPM5-2B-Jev

ytbai

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

openbmb/MiniCPM5-2B · apache-2.0

♥ 12↓ 14928 September 2026

Community card

jev

feder-cr

jev, an open-weight model published to return typed decisions, 882M parameters.

882M · mit

♥ 11↓ 1.1K9 October 2026

Community card

Jeff-1

GestaltLabs

A LoRA adapter that turns Qwen3-4B-Instruct-2507 into a typed-decision model without shipping full weights.

Qwen/Qwen3-4B-Instruct-2507 · apache-2.0

♥ 11↓ 73219 September 2026

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

♥ 11↓ 09 October 2026

Community card

JEV-27B-VL-GGUF

Atlas3D

A GGUF build of JEV-27B-VL, for running typed decisions on llama.cpp instead of a hosted API.

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

♥ 10↓ 18.2K2 October 2026

Community card

W1-JEV

WhaletechAI

W1-JEV, an open-weight model published to return typed decisions.

Hugging Face

♥ 10↓ 5.4K25 September 2026

Community card

Jev-Omni-Q4_K_M-GGUF

Reza2kn

A GGUF build of Jev-Omni, for running typed decisions on llama.cpp instead of a hosted API.

12B · akhilaaa3/Jev-Omni · apache-2.0

♥ 10↓ 2.3K23 September 2026

Community card

NeoHorse-Jev-4B-GGUF

TokenRhythm

A GGUF build of NeoHorse-Jev-4B, for running typed decisions on llama.cpp instead of a hosted API.

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

♥ 10↓ 1.9K24 September 2026

Community card

laya-mind2web-browser-agent

ShaunSpark

laya fine-tuned to return typed decisions.

convaiinnovations/laya · apache-2.0

♥ 10↓ 16518 September 2026

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

♥ 10↓ 13613 October 2026

Community card

laya-multilingual-coreml-ane

aac6fef

A Core ML build of laya-multilingual, for running typed decisions on on-device Apple runtimes instead of a hosted API.

convaiinnovations/laya-multilingual · apache-2.0

♥ 10↓ 8820 September 2026

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

♥ 9↓ 1.4K20 September 2026

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

♥ 9↓ 1.4K27 September 2026

Community card

Jev-Style-2B-Decision-v3-GGUF

chaoliangUNSW

A GGUF build of Jev-Style-2B-Decision-v3, for running typed decisions on llama.cpp instead of a hosted API.

1.9B · chaoliangUNSW/Jev-Style-2B-Decision-v3 · apache-2.0

♥ 8↓ 4.3K27 September 2026

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

♥ 8↓ 3.4K19 September 2026

Community card

decider-2b-GGUF

cosetoenor

A GGUF build of decider-2b, for running typed decisions on llama.cpp instead of a hosted API.

Mapika/decider-2b · apache-2.0

♥ 8↓ 54218 September 2026

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

♥ 8↓ 37116 September 2026

Community card

decider-35b-a3b-nvfp4

Mapika

A typed-decision model from Mapika, 18B parameters.

18B · Mapika/decider-35b-a3b · apache-2.0

♥ 8↓ 31220 September 2026

Community card

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

chaoliangUNSW

A GGUF build of Jev-Style-Qwen3.5-2B-Decision-v2, for running typed decisions on llama.cpp instead of a hosted API.

1.9B · chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-v2 · apache-2.0

♥ 7↓ 1.1K23 September 2026

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

♥ 7↓ 17817 September 2026

Community card

raya

TextCortex

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

322M · convaiinnovations/laya · apache-2.0

♥ 7↓ 7824 September 2026

Community card

laya-coreml

aac6fef

A Core ML build of laya, for running typed decisions on on-device Apple runtimes instead of a hosted API.

convaiinnovations/laya · apache-2.0

♥ 7↓ 5120 September 2026

Community card

On-Fly-Jev

Quazim0t0

On-Fly-Jev, an open-weight model published to return typed decisions.

apache-2.0

♥ 7↓ 027 September 2026

Community card

JEV-27B-VL-MLX-4bit

Bayway

An MLX build of JEV-27B-VL, for running typed decisions on Apple Silicon instead of a hosted API.

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

♥ 6↓ 3K7 October 2026

Community card

laya-multilingual-GGUF

Weidows

A GGUF build of laya-multilingual, for running typed decisions on llama.cpp instead of a hosted API.

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

♥ 6↓ 1.4K21 September 2026

Community card

Laya-Multilingual-LiteRT

litert-community

A quantised build of laya-multilingual, for running typed decisions on a local runtime instead of a hosted API.

convaiinnovations/laya-multilingual · apache-2.0

♥ 6↓ 1.4K21 September 2026

Community card

laya-typed-decisions-GGUF

mys

A GGUF build of laya-typed-decisions, for running typed decisions on llama.cpp instead of a hosted API.

convaiinnovations/laya-typed-decisions · apache-2.0

♥ 6↓ 74220 September 2026

Community card

decider-31b

Mapika

A quantised build of gemma-4-31B-it, for running typed decisions on a local runtime instead of a hosted API.

21B · google/gemma-4-31B-it · apache-2.0

♥ 6↓ 6487 October 2026

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

♥ 6↓ 33128 September 2026

Community card

system-one-qwen3.5-4b-scorer-v2b

pngwn

A LoRA adapter that turns Qwen3.5-4B-Base into a typed-decision model without shipping full weights. Licensed cc-by-nc-4.0, check before commercial use.

Qwen/Qwen3.5-4B-Base · cc-by-nc-4.0

♥ 6↓ 9317 September 2026

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

♥ 6↓ 019 September 2026

Community card

serigy-jev

wendellperbar

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

AIInstituteLNCC/manaca-1b-base · mit

♥ 6↓ 024 September 2026

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

♥ 6↓ 09 October 2026

Community card

JevK5-GGUF

alibiserikbay

A GGUF build of JevK5, for running typed decisions on llama.cpp instead of a hosted API.

1.9B · alibiserikbay/JevK5 · apache-2.0

♥ 5↓ 23.1K23 September 2026

Community card

JEV-9B-GGUF

prithivMLmods

A GGUF build of JEV-9B, for running typed decisions on llama.cpp instead of a hosted API.

9B · autotrust/JEV-9B · apache-2.0

♥ 5↓ 7.9K26 September 2026

Community card

Jev-Style-Qwen3.5-2B-Decision-MLX-bf16

chaoliangUNSW

An MLX build of Jev-Style-Qwen3.5-2B-Decision, for running typed decisions on Apple Silicon instead of a hosted API.

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

♥ 5↓ 3.6K21 September 2026

Community card

jev-Ternary-Bonsai-2-27B-Abliterated-PTQ1_0

hotdogs

A GGUF build of Ternary-Bonsai-2-27B-Abliterated-PTQ1_0-GGUF, for running typed decisions on llama.cpp instead of a hosted API.

27B · BoldingBuilds/Ternary-Bonsai-2-27B-Abliterated-PTQ1_0-GGUF · apache-2.0

♥ 5↓ 2.7K11 October 2026

Community card

laya-multilingual-ONNX

onnx-community

An ONNX build of laya-multilingual, for running typed decisions on ONNX Runtime instead of a hosted API.

convaiinnovations/laya-multilingual · apache-2.0

♥ 5↓ 74929 September 2026

Community card

Tiny-Jev

lostargon

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

596M · Qwen/Qwen3-0.6B · apache-2.0

♥ 5↓ 29121 September 2026

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

♥ 5↓ 23819 September 2026

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

♥ 5↓ 2258 October 2026

Community card

JEV-27B-VL-NVFP4

Atlas3D

A quantised build of JEV-27B-VL, for running typed decisions on a local runtime instead of a hosted API.

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

♥ 5↓ 2232 October 2026

Community card

laya-multilingual-coreml

aac6fef

A Core ML build of laya-multilingual, for running typed decisions on on-device Apple runtimes instead of a hosted API.

convaiinnovations/laya-multilingual · apache-2.0

♥ 5↓ 11820 September 2026

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jev-lite

vagmi

A LoRA adapter that turns gemma-4-E4B-it into a typed-decision model without shipping full weights. Licensed gemma, check before commercial use.

google/gemma-4-E4B-it · gemma

♥ 5↓ 10619 September 2026

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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

♥ 5↓ 926 October 2026

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laya-hebrew

RoeiG

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

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

♥ 5↓ 4225 September 2026

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j33-jev

J33-AI

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

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

♥ 5↓ 011 October 2026

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laya-onnx

receptron

An ONNX build of laya, for running typed decisions on ONNX Runtime instead of a hosted API.

convaiinnovations/laya · apache-2.0

♥ 5↓ 019 September 2026

Community card

laya-onnx

techtheist

An ONNX build of laya, for running typed decisions on ONNX Runtime instead of a hosted API.

convaiinnovations/laya · apache-2.0

♥ 5↓ 024 September 2026

Community card

decider-4b-GGUF

Mapika

A GGUF build of decider-4b, for running typed decisions on llama.cpp instead of a hosted API.

4.2B · Mapika/decider-4b · apache-2.0

♥ 4↓ 8.3K27 September 2026

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JEV-27B-GGUF

prithivMLmods

A GGUF build of JEV-27B, for running typed decisions on llama.cpp instead of a hosted API.

27B · autotrust/JEV-27B · apache-2.0

♥ 4↓ 6K28 September 2026

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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

♥ 4↓ 2.7K14 October 2026

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decider-12b

Mapika

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

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

♥ 4↓ 84629 September 2026

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laya-LiteRT

litert-community

A quantised build of laya, for running typed decisions on a local runtime instead of a hosted API.

convaiinnovations/laya · apache-2.0

♥ 4↓ 74321 September 2026

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wolf-defender-jev

patronus-studio

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

151M · jhu-clsp/mmBERT-small · mit

♥ 4↓ 40712 October 2026

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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

♥ 4↓ 36129 September 2026

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JEV-27B-VL-FP8

Atlas3D

A quantised build of JEV-27B-VL, for running typed decisions on a local runtime instead of a hosted API.

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

♥ 4↓ 3252 October 2026

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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

♥ 4↓ 25129 September 2026

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laya-pt-es-typed

telepatia-ai

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

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

♥ 4↓ 16022 September 2026

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jev-vision-27b

leinenterprises

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

Qwen/Qwen3.8-27B · apache-2.0

♥ 4↓ 11810 October 2026

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jev-berta-base-zeroshot-classifier

leobitz

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

microsoft/deberta-v3-base · mit

♥ 4↓ 9824 September 2026

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Qwen3-14B-RLCD-Decision-LoRA

Foodoo1

A LoRA adapter that turns Qwen3-14B into a typed-decision model without shipping full weights.

Qwen/Qwen3-14B · apache-2.0

♥ 4↓ 4418 September 2026

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MobiMind-Decider-7B

IPADS-SAI

A typed-decision model from IPADS-SAI, 8.3B parameters.

8.3B · apache-2.0

♥ 4↓ 2627 August 2025

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cbjev

0010101010-1

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

421M · convaiinnovations/laya · gpl-3.0

♥ 4↓ 024 September 2026

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laya-multilingual-onnx

mizchi

An ONNX build of laya-multilingual, for running typed decisions on ONNX Runtime instead of a hosted API.

convaiinnovations/laya-multilingual · apache-2.0

♥ 4↓ 020 September 2026

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laya-onnx-fp16

sevenreasons

A ONNX build of laya, for running typed decisions on runtimes without PyTorch instead of a hosted API.

convaiinnovations/laya · apache-2.0

♥ 4↓ 019 September 2026

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laya-ov-int8

rupeshs

A quantised build of laya, for running typed decisions on a local runtime instead of a hosted API.

convaiinnovations/laya · apache-2.0

♥ 4↓ 023 September 2026

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

♥ 4↓ 016 September 2026

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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

♥ 4↓ 09 October 2026

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JEV-27B-VL-GGUF

prithivMLmods

A GGUF build of JEV-27B-VL, for running typed decisions on llama.cpp instead of a hosted API.

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

♥ 3↓ 19.3K6 October 2026

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pplx-decider-v1.1-27b-GGUF

Livesport

A GGUF build of pplx-decider-v1.1-27b, for running typed decisions on llama.cpp instead of a hosted API.

26B · perplexity-ai/pplx-decider-v1.1-27b · apache-2.0

♥ 3↓ 11.4K8 October 2026

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decider-2b-GGUF

Mapika

A GGUF build of decider-2b, for running typed decisions on llama.cpp instead of a hosted API.

1.9B · Mapika/decider-2b · apache-2.0

♥ 3↓ 3.7K27 September 2026

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visual-jev-4b-answer-sft

guanxuyu

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

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

♥ 3↓ 3K23 September 2026

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Jev-Omni-GGUF

ngquocvinh

A GGUF build of Jev-Omni, for running typed decisions on llama.cpp instead of a hosted API.

12B · akhilaaa3/Jev-Omni · apache-2.0

♥ 3↓ 1.6K26 September 2026

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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

♥ 3↓ 1.6K3 October 2026

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JevK5-9B

alibiserikbay

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

9B · Qwen/Qwen3.5-9B · apache-2.0

♥ 3↓ 1.3K25 September 2026

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decider-2b-vision-GGUF

mradermacher

A GGUF build of decider-2b-vision, for running typed decisions on llama.cpp instead of a hosted API.

Mapika/decider-2b-vision · apache-2.0

♥ 3↓ 1.1K17 September 2026

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decider-0.8b-GGUF

mradermacher

A GGUF build of decider-0.8b, for running typed decisions on llama.cpp instead of a hosted API.

Mapika/decider-0.8b · apache-2.0

♥ 3↓ 94619 September 2026

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JEV-27B-VL-MLX-8bit

nativ-community

An MLX build of JEV-27B-VL, for running typed decisions on Apple Silicon instead of a hosted API.

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

♥ 3↓ 9388 October 2026

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laya-gguf-persian-multilingual-decision

fibonacciai

A GGUF build of laya, for running typed decisions on llama.cpp instead of a hosted API.

323M · convaiinnovations/laya · apache-2.0

♥ 3↓ 57122 September 2026

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Laya-English-LiteRT

litert-community

A quantised build of laya, for running typed decisions on a local runtime instead of a hosted API.

convaiinnovations/laya · apache-2.0

♥ 3↓ 54722 September 2026

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decider-2b-vision-GGUF

mindchain

A GGUF build of decider-2b-vision, for running typed decisions on llama.cpp instead of a hosted API.

1.9B · Mapika/decider-2b-vision · apache-2.0

♥ 3↓ 49325 September 2026

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embeddinggemma-2-ft-typed-decision-GGUF

cstr

A GGUF build of embeddinggemma-2-ft-typed-decision, for running typed decisions on llama.cpp instead of a hosted API.

272M · mrm8488/embeddinggemma-2-ft-typed-decision · apache-2.0

♥ 3↓ 48813 October 2026

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jev-9b-coreml

FluidInference

A Core ML build of JEV-9B, for running typed decisions on on-device Apple runtimes instead of a hosted API.

autotrust/JEV-9B · apache-2.0

♥ 3↓ 29210 October 2026

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Matilda-Jev-v1.5

Maincode

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

26B · Qwen/Qwen3.8-27B · apache-2.0

♥ 3↓ 1949 October 2026

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laya-code

tindang

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

421M · convaiinnovations/laya · apache-2.0

♥ 3↓ 7723 September 2026

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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

♥ 3↓ 7211 October 2026

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turnike-jev-4b

berkay123001

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

Qwen/Qwen3.5-4B · apache-2.0

♥ 3↓ 5613 October 2026

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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

♥ 3↓ 549 October 2026

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bekko-system-one-v0-68m

hotchpotch

An ONNX build of ettin-reranker-68m-v1, for running typed decisions on ONNX Runtime instead of a hosted API.

cross-encoder/ettin-reranker-68m-v1

♥ 3↓ 029 September 2026

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jev-spatial

Fr0zencr4nE

Molmo2-ER fine-tuned to return typed decisions.

allenai/Molmo2-ER · apache-2.0

♥ 3↓ 024 September 2026

Community card

laya-multilingual-onnx-int4

androidli

An ONNX build of laya, for running typed decisions on ONNX Runtime instead of a hosted API.

convaiinnovations/laya · apache-2.0

♥ 3↓ 024 September 2026

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laya-vision

savita10

laya fine-tuned to return typed decisions.

convaiinnovations/laya · apache-2.0

♥ 3↓ 011 October 2026

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od1-typed-decisions

mvbalaji

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

Qwen/Qwen3.5-4B · apache-2.0

♥ 3↓ 026 September 2026

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

♥ 3↓ 09 October 2026

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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

♥ 3↓ 09 October 2026

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typed-decisions-minilm-l6-specialist

adaptive-classifier

typed-decisions-minilm-l6-specialist, an open-weight model published to return typed decisions.

apache-2.0

♥ 3↓ 02 October 2026

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Gemma-4-12B-Unified-System-One-GGUF

mradermacher

A GGUF build of Gemma-4-12B-Unified-System-One, for running typed decisions on llama.cpp instead of a hosted API.

12B · knowlet/Gemma-4-12B-Unified-System-One · apache-2.0

♥ 2↓ 4.3K5 October 2026

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decider-4b-GGUF

mradermacher

A GGUF build of decider-4b, for running typed decisions on llama.cpp instead of a hosted API.

4.2B · Mapika/decider-4b · apache-2.0

♥ 2↓ 1.3K24 September 2026

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jevify-gemma4-e4b-GGUF

mradermacher

A GGUF build of jevify-gemma4-e4b, for running typed decisions on llama.cpp instead of a hosted API.

7.5B · kushalpatil/jevify-gemma4-e4b · gemma

♥ 2↓ 1.1K20 September 2026

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Jev-Omni-MLX-4bit

Ruiruiz30

An MLX build of Jev-Omni, for running typed decisions on Apple Silicon instead of a hosted API.

12B · akhilaaa3/Jev-Omni · apache-2.0

♥ 2↓ 74723 September 2026

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laya-MLX-8bit

cavi-ai

An MLX build of laya, for running typed decisions on Apple Silicon instead of a hosted API.

421M · convaiinnovations/laya · apache-2.0

♥ 2↓ 7363 October 2026

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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

♥ 2↓ 60728 September 2026

Community card

decider-4b-v2-GGUF

mindchain

A GGUF build of decider-4b-v2, for running typed decisions on llama.cpp instead of a hosted API.

4.2B · Mapika/decider-4b · apache-2.0

♥ 2↓ 54825 September 2026

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

♥ 2↓ 41313 October 2026

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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

♥ 2↓ 40526 September 2026

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laya-onnx

inferenceprince

An ONNX build of laya, for running typed decisions on ONNX Runtime instead of a hosted API.

convaiinnovations/laya · apache-2.0

♥ 2↓ 35621 September 2026

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jev-control-core

abhishek085

A GGUF build of Qwen3.5-0.8B-Base, for running typed decisions on llama.cpp instead of a hosted API.

752M · Qwen/Qwen3.5-0.8B-Base · apache-2.0

♥ 2↓ 32727 September 2026

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nano-jev

sdmlai

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

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

♥ 2↓ 27725 September 2026

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

♥ 2↓ 25328 September 2026

Community card

laya-typed-decisions-onnx

ti3x-m

An ONNX build of laya-typed-decisions, for running typed decisions on ONNX Runtime instead of a hosted API.

convaiinnovations/laya-typed-decisions · apache-2.0

♥ 2↓ 23123 September 2026

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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

♥ 2↓ 19329 September 2026

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JevAny-Qwen3.8-27B-LoRA

SimpleJev

A LoRA adapter that turns Qwen3.8-27B into a typed-decision model without shipping full weights.

Qwen/Qwen3.8-27B

♥ 2↓ 17129 September 2026

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laya-neutron-gguf

wigcheng5566

A GGUF build of laya, for running typed decisions on llama.cpp instead of a hosted API.

395M · convaiinnovations/laya · apache-2.0

♥ 2↓ 16323 September 2026

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

♥ 2↓ 15125 September 2026

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decider-4b-dwq-4bit

midium-ai

An MLX build of decider-4b, for running typed decisions on Apple Silicon instead of a hosted API.

4.2B · Mapika/decider-4b · apache-2.0

♥ 2↓ 1411 October 2026

Community card

open-jev-laya-multilingual-onnx

killkli

open-jev-laya-multilingual-onnx, an open-weight model published to return typed decisions.

apache-2.0

♥ 2↓ 13623 September 2026

Community card

laya-v

henilchopada

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

752M · convaiinnovations/laya · apache-2.0

♥ 2↓ 12625 September 2026

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matilda-jev-fp4

Maincode

matilda-jev-fp4, an open-weight model published to return typed decisions, 15B parameters.

15B · apache-2.0

♥ 2↓ 1007 October 2026

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Matilda-Jev-v1-FP4

Maincode

Matilda-Jev-v1-FP4, an open-weight model published to return typed decisions, 15B parameters.

15B · apache-2.0

♥ 2↓ 1007 October 2026

Community card

VTX-JEV-1

VTXAI

VTX-JEV-1, an open-weight model published to return typed decisions, 7M parameters.

7M · apache-2.0

♥ 2↓ 9524 September 2026

Community card

visual-jev-budget20-qwen35-0.8b-lora

harshnandwana

A LoRA adapter that turns Qwen3.5-0.8B-Base into a typed-decision model without shipping full weights.

Qwen/Qwen3.5-0.8B-Base · apache-2.0

♥ 2↓ 942 October 2026

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

♥ 2↓ 866 October 2026

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laya-cybersec

TextCortex

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

322M · convaiinnovations/laya · other

♥ 2↓ 8028 September 2026

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

♥ 2↓ 6920 September 2026

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OmniMed-Jev-4B

xmutly

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

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

♥ 2↓ 6314 October 2026

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

♥ 2↓ 5820 September 2026

Community card

decider-4b-fp8

llmtech

A quantised build of decider-4b, for running typed decisions on a local runtime instead of a hosted API.

4.2B · Mapika/decider-4b · apache-2.0

♥ 2↓ 5728 September 2026

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

♥ 2↓ 416 October 2026

Community card

phishing_spam_jev_like_classifier

akumar0205

phishing_spam_jev_like_classifier, an open-weight model published to return typed decisions, 67M parameters.

67M · apache-2.0

♥ 2↓ 4116 October 2026

Community card

Qwev-9B-RLCD

gyung

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

jaredpalmer/kev-9b · apache-2.0

♥ 2↓ 2926 September 2026

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s1-jev-cvltist

AEECollier

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

Qwen/Qwen3.5-4B · apache-2.0

♥ 2↓ 1930 September 2026

Community card

jev-gemma-3-270m

DawoodKMasood

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

google/gemma-3-270m-it

♥ 2↓ 1523 September 2026

Community card

laya-burmese-sib200

aungthuhein-dev

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

322M · convaiinnovations/laya · apache-2.0

♥ 2↓ 1021 September 2026

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blackwood-rlcd

BlackwoodAI

blackwood-rlcd, an open-weight model published to return typed decisions.

Hugging Face

♥ 2↓ 018 September 2026

Community card

decider-12b-NPU-LPBQ-X-Elite

tielmane

An ONNX build of decider-12b, for running typed decisions on ONNX Runtime instead of a hosted API.

Mapika/decider-12b · apache-2.0

♥ 2↓ 01 October 2026

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gyra

RomanRG008

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

421M · convaiinnovations/laya · apache-2.0

♥ 2↓ 024 September 2026

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hertz-1

telepatia-ai

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

nvidia/parakeet-tdt-0.6b-v3 · other

♥ 2↓ 029 September 2026

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

♥ 2↓ 08 October 2026

Community card

jev-guard-v3.2-2b

hubin

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

Qwen/Qwen3.5-2B · other

♥ 2↓ 06 October 2026

Community card

jev-ru-4b-lora-v2

nouton

A LoRA adapter that turns Qwen3.5-4B into a typed-decision model without shipping full weights.

Qwen/Qwen3.5-4B · cc-by-nc-4.0

♥ 2↓ 025 September 2026

Community card

Jev-Style-0.8B-Decision-v3-MLX

chaoliangUNSW

An MLX build of Jev-Style-0.8B-Decision-v3, for running typed decisions on Apple Silicon instead of a hosted API.

chaoliangUNSW/Jev-Style-0.8B-Decision-v3 · apache-2.0

♥ 2↓ 024 September 2026

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kestrel-decider-230m

Kestrelyn

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

LiquidAI/LFM2.5-230M-Base · other

♥ 2↓ 03 October 2026

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

♥ 2↓ 019 September 2026

Community card

laya-ko

2nugu

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

322M · convaiinnovations/laya · apache-2.0

♥ 2↓ 023 September 2026

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laya-multilingual-FP8

Weidows

A quantised build of laya-multilingual, for running typed decisions on a local runtime instead of a hosted API.

convaiinnovations/laya-multilingual · apache-2.0

♥ 2↓ 021 September 2026

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laya-multilingual-onnx

soyelmismo

An ONNX build of laya-multilingual, for running typed decisions on ONNX Runtime instead of a hosted API.

convaiinnovations/laya-multilingual · apache-2.0

♥ 2↓ 021 September 2026

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laya-onnx

desplega

An ONNX build of laya, for running typed decisions on ONNX Runtime instead of a hosted API.

convaiinnovations/laya · apache-2.0

♥ 2↓ 028 September 2026

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laya-onnx

mariojcr

An ONNX build of laya, for running typed decisions on ONNX Runtime instead of a hosted API.

convaiinnovations/laya · apache-2.0

♥ 2↓ 022 September 2026

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laya-onnx-q8

nvkudva

An ONNX build of laya, for running typed decisions on ONNX Runtime instead of a hosted API.

convaiinnovations/laya · apache-2.0

♥ 2↓ 020 September 2026

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laya-typed-decisions-ov-int8

rupeshs

A quantised build of laya-typed-decisions, for running typed decisions on a local runtime instead of a hosted API.

convaiinnovations/laya-typed-decisions · apache-2.0

♥ 2↓ 011 October 2026

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laya-web-q8

nvkudva

An ONNX build of laya, for running typed decisions on ONNX Runtime instead of a hosted API.

convaiinnovations/laya · apache-2.0

♥ 2↓ 020 September 2026

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recmeets-laya-words

somniusx

laya fine-tuned to return typed decisions.

convaiinnovations/laya · apache-2.0

♥ 2↓ 029 September 2026

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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

♥ 2↓ 018 October 2026

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

♥ 1↓ 92.1K5 October 2026

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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

♥ 1↓ 85.7K29 September 2026

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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

♥ 1↓ 83.9K5 October 2026

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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

♥ 1↓ 79K5 October 2026

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decider-35b-a3b-GGUF

mradermacher

A GGUF build of decider-35b-a3b, for running typed decisions on llama.cpp instead of a hosted API.

35B · Mapika/decider-35b-a3b · apache-2.0

♥ 1↓ 16.2K21 September 2026

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JEV-27B-VL-Uncensored-GGUF

mradermacher

A GGUF build of JEV-27B-VL-Uncensored, for running typed decisions on llama.cpp instead of a hosted API.

27B · SargeDev/JEV-27B-VL-Uncensored · apache-2.0

♥ 1↓ 8K11 October 2026

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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

♥ 1↓ 7K8 October 2026

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JEV-27B-VL-GGUF

PALLER-NOVUS

A GGUF build of JEV-27B-VL, for running typed decisions on llama.cpp instead of a hosted API.

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

♥ 1↓ 3.1K15 October 2026

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LFM2.5-350M-RLCD-GGUF

NANI-Nithin

A GGUF build of LFM2.5-350M-RLCD, for running typed decisions on llama.cpp instead of a hosted API.

354M · notnotsamuel/LFM2.5-350M-RLCD · other

♥ 1↓ 2.3K22 September 2026

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laya-multilingual-F16-GGUF

meshllm

A GGUF build of laya-multilingual, for running typed decisions on llama.cpp instead of a hosted API.

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

♥ 1↓ 68727 September 2026

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Jev-Style-2B-Decision-v3-MLX

chaoliangUNSW

An MLX build of Jev-Style-2B-Decision-v3, for running typed decisions on Apple Silicon instead of a hosted API.

chaoliangUNSW/Jev-Style-2B-Decision-v3 · apache-2.0

♥ 1↓ 65827 September 2026

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laya-multilingual-gguf

fr0stbit3

A GGUF build of laya-multilingual, for running typed decisions on llama.cpp instead of a hosted API.

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

♥ 1↓ 63420 September 2026

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EXAONE-4.0-1.2B-JEV-GGUF

mradermacher

A GGUF build of EXAONE-4.0-1.2B-JEV, for running typed decisions on llama.cpp instead of a hosted API.

1.3B · carrtesy/EXAONE-4.0-1.2B-JEV · other

♥ 1↓ 6283 October 2026

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jevify-gemma4-26b-a4b-GGUF

mradermacher

A GGUF build of jevify-gemma4-26b-a4b, for running typed decisions on llama.cpp instead of a hosted API.

25B · kushalpatil/jevify-gemma4-26b-a4b · gemma

♥ 1↓ 62020 September 2026

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JevK5-2B

alibiserikbay

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

1.9B · Qwen/Qwen3.5-2B · apache-2.0

♥ 1↓ 57623 September 2026

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Jev_Qwen3.8-27B-GGUF

ramgpt

A GGUF build of Jev_Qwen3.8-27B, for running typed decisions on llama.cpp instead of a hosted API.

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

♥ 1↓ 56524 September 2026

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open-jev-deberta-v3-large-ONNX

onnx-community

An ONNX build of open-jev-deberta-v3-large, for running typed decisions on ONNX Runtime instead of a hosted API.

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

♥ 1↓ 55320 September 2026

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JEV-9B-MLX-NVFP4

nativ-community

An MLX build of JEV-9B, for running typed decisions on Apple Silicon instead of a hosted API.

9B · autotrust/JEV-9B · apache-2.0

♥ 1↓ 5188 October 2026

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OpenThai-SystemOne-GGUF

iapp

A GGUF build of OpenThai-SystemOne, for running typed decisions on llama.cpp instead of a hosted API.

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

♥ 1↓ 47224 September 2026

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JEV-27B-VL-MLX-MXFP4

nativ-community

An MLX build of JEV-27B-VL, for running typed decisions on Apple Silicon instead of a hosted API.

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

♥ 1↓ 4508 October 2026

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OpenThai-SystemOne-Ollama

iapp

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

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

♥ 1↓ 4201 October 2026

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Jev-Style-2B-Decision-v3-GGUF

mradermacher

A GGUF build of Jev-Style-2B-Decision-v3, for running typed decisions on llama.cpp instead of a hosted API.

1.9B · chaoliangUNSW/Jev-Style-2B-Decision-v3 · apache-2.0

♥ 1↓ 41527 September 2026

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Laya-Multilingual-MXFP8

sahilchachra

An MLX build of laya, for running typed decisions on Apple Silicon instead of a hosted API.

307M · convaiinnovations/laya

♥ 1↓ 39623 September 2026

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

♥ 1↓ 2702 October 2026

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xDecision

mccoysc

laya-multilingual fine-tuned to return typed decisions.

convaiinnovations/laya-multilingual · apache-2.0

♥ 1↓ 2691 October 2026

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JEV-27B-VL-AWQ

aioutfitters

A quantised build of JEV-27B-VL, for running typed decisions on a local runtime instead of a hosted API.

27B · autotrust/JEV-27B-VL

♥ 1↓ 2509 October 2026

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laya-gguf

zerodegress

A GGUF build of laya, for running typed decisions on llama.cpp instead of a hosted API.

421M · convaiinnovations/laya · apache-2.0

♥ 1↓ 21123 September 2026

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JevK5-Lite

alibiserikbay

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

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

♥ 1↓ 20625 September 2026

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laya-v796

Falconsai

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

421M · convaiinnovations/laya · apache-2.0

♥ 1↓ 20524 September 2026

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laya-onnx-int8

inferenceprince

An ONNX build of laya, for running typed decisions on ONNX Runtime instead of a hosted API.

convaiinnovations/laya · apache-2.0

♥ 1↓ 19421 September 2026

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Open-Decision-DeBERTa-v3-Large-LiteRT

litert-community

A quantised build of open-jev-deberta-v3-large, for running typed decisions on a local runtime instead of a hosted API.

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

♥ 1↓ 1891 October 2026

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JevForge-0.8B

AndeyTait

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

Qwen/Qwen3.5-0.8B · apache-2.0

♥ 1↓ 18019 September 2026

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statim-decide-multilingual-base

Beko2210

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

322M · convaiinnovations/laya-multilingual · other

♥ 1↓ 17527 September 2026

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laya-mm-guard-v3-gguf

OidoStudio

A GGUF build of laya-multilingual, for running typed decisions on llama.cpp instead of a hosted API.

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

♥ 1↓ 861 October 2026

Community card

Jev_Qwen3.8-27B-NVFP4-FP8

SargeDev

A quantised build of Jev_Qwen3.8-27B, for running typed decisions on a local runtime instead of a hosted API.

21B · SargeDev/Jev_Qwen3.8-27B · apache-2.0

♥ 1↓ 8224 September 2026

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system-one-model

stephenlb

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

12B · google/gemma-4-12B · gemma

♥ 1↓ 7430 September 2026

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Erabo-2B

tanakaisworking

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

1.9B · Mapika/decider-2b · apache-2.0

♥ 1↓ 7218 October 2026

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cyber-jev

sdmlai

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

23M · sdmlai/nano-jev · cc-by-nc-4.0

♥ 1↓ 7129 September 2026

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

♥ 1↓ 7124 September 2026

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JevAny-27B-SFT

tianxinwei

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

Qwen/Qwen3.8-27B · apache-2.0

♥ 1↓ 7122 September 2026

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OOMU-SystemOne-0.6B-GGUF

oomu

OOMU-SystemOne-0.6B-GGUF, an open-weight model published to return typed decisions, 596M parameters.

596M · apache-2.0

♥ 1↓ 7126 September 2026

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jev-deberta-decider

Nikunjgoyal07

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

microsoft/deberta-v3-base

♥ 1↓ 6811 October 2026

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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

♥ 1↓ 6211 October 2026

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decider-2b-coherent

Mapika

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

Mapika/decider-2b · apache-2.0

♥ 1↓ 6127 September 2026

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gemma-e2b-rlcd

larkooo

A MLX build of gemma-4-E2B-it, for running typed decisions on Apple Silicon instead of a hosted API.

5.1B · google/gemma-4-E2B-it · apache-2.0

♥ 1↓ 5818 September 2026

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decider-4b-nvfp4

llmtech

A quantised build of decider-4b, for running typed decisions on a local runtime instead of a hosted API.

2.4B · Mapika/decider-4b · apache-2.0

♥ 1↓ 5728 September 2026

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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

♥ 1↓ 546 October 2026

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JEV-27B-VL-AWQ-INT4-W4A8

aioutfitters

A quantised build of JEV-27B-VL, for running typed decisions on a local runtime instead of a hosted API.

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

♥ 1↓ 5314 October 2026

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JevK5-FP8

liodon-ai

A quantised build of JevK5, for running typed decisions on a local runtime instead of a hosted API.

4.2B · alibiserikbay/JevK5 · other

♥ 1↓ 5325 September 2026

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laya-chess

datafreak

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

421M · convaiinnovations/laya · apache-2.0

♥ 1↓ 473 October 2026

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decider-0.8b-fp8

llmtech

A quantised build of decider-0.8b, for running typed decisions on a local runtime instead of a hosted API.

752M · Mapika/decider-0.8b · apache-2.0

♥ 1↓ 4628 September 2026

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dana-laya-0.3b-persian

amiralifirouzi

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

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

♥ 1↓ 4512 October 2026

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elythros-decider-0.6b

Elythros

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

596M · Qwen/Qwen3-0.6B · apache-2.0

♥ 1↓ 4418 October 2026

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gan8-vs-jev

DKNTZMN

gan8-vs-jev, an open-weight model published to return typed decisions.

apache-2.0

♥ 1↓ 3923 September 2026

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laya-coreml-adaptive-fp16

aac6fef

A Core ML build of laya, for running typed decisions on on-device Apple runtimes instead of a hosted API.

convaiinnovations/laya · apache-2.0

♥ 1↓ 3720 October 2026

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Jev-LCT-Qwen2.5-1.5B

CaoHaoWei

Jev-LCT-Qwen2.5-1.5B, an open-weight model published to return typed decisions, 1.5B parameters.

1.5B · apache-2.0

♥ 1↓ 3525 September 2026

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decider-2b-fp8

llmtech

A quantised build of decider-2b, for running typed decisions on a local runtime instead of a hosted API.

1.9B · Mapika/decider-2b · apache-2.0

♥ 1↓ 3428 September 2026

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Laya-Hebrew-V2

RoeiG

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

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

♥ 1↓ 327 October 2026

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local-typed-decisions

bssgoat

A GGUF build of Qwen3-4B, for running typed decisions on llama.cpp instead of a hosted API.

4B · Qwen/Qwen3-4B · apache-2.0

♥ 1↓ 3128 September 2026

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laya-onnx

tozp

An ONNX build of laya, for running typed decisions on ONNX Runtime instead of a hosted API.

convaiinnovations/laya

♥ 1↓ 2720 September 2026

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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

♥ 1↓ 2729 September 2026

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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

♥ 1↓ 2729 September 2026

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decider-2b-a11y-crawler-lora

johannhartmann

A LoRA adapter that turns decider-2b into a typed-decision model without shipping full weights.

Mapika/decider-2b · apache-2.0

♥ 1↓ 2529 September 2026

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jev-decider-qwen3-4b

mogita

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

Qwen/Qwen3-4B · apache-2.0

♥ 1↓ 2321 September 2026

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jev-my-bro-th1200

JonusNattapong

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

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

♥ 1↓ 1023 September 2026

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Miya-0.2

snowman6

laya-multilingual fine-tuned to return typed decisions.

convaiinnovations/laya-multilingual · apache-2.0

♥ 1↓ 1029 September 2026

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laya-typed-decisions-421m-coreml-ane

NMTZ

A Core ML build of laya-typed-decisions, for running typed decisions on on-device Apple runtimes instead of a hosted API.

convaiinnovations/laya-typed-decisions · apache-2.0

♥ 1↓ 728 September 2026

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laya-en-fp32-swev

danielamitay

A Core ML build of laya, for running typed decisions on on-device Apple runtimes instead of a hosted API.

convaiinnovations/laya · apache-2.0

♥ 1↓ 121 September 2026

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Alpha

SofiTesfay2010

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

423M · convaiinnovations/laya · apache-2.0

♥ 1↓ 020 September 2026

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Arbiter-4B

Goddragon

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

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

♥ 1↓ 015 October 2026

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bialy

paintedwolfcode

laya-multilingual fine-tuned to return typed decisions.

convaiinnovations/laya-multilingual · apache-2.0

♥ 1↓ 029 September 2026

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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

♥ 1↓ 023 September 2026

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build-jev-from-scratch

azharmo

build-jev-from-scratch, an open-weight model published to return typed decisions.

mit

♥ 1↓ 020 September 2026

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Byrne-Jev-79M

Quazim0t0

Byrne-Jev-79M, an open-weight model published to return typed decisions.

apache-2.0

♥ 1↓ 024 September 2026

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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

♥ 1↓ 022 September 2026

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code-oracle-laya-421m

wxsys

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

421M · convaiinnovations/laya · apache-2.0

♥ 1↓ 025 September 2026

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cua-s1-forms-onnx

yasserrmd

An ONNX build of cua-s1-forms, for running typed decisions on ONNX Runtime instead of a hosted API.

cua-ai/cua-s1-forms · mit

♥ 1↓ 019 September 2026

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cut-laya-onnx

harshpreet931

An ONNX build of laya, for running typed decisions on ONNX Runtime instead of a hosted API.

convaiinnovations/laya · apache-2.0

♥ 1↓ 024 September 2026

Community card

daylens-laya-onnx

aaronalexS

An ONNX build of laya, for running typed decisions on ONNX Runtime instead of a hosted API.

convaiinnovations/laya · apache-2.0

♥ 1↓ 025 September 2026

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

♥ 1↓ 014 October 2026

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JEV-9B

ArthurZ

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

autotrust/JEV-9B · apache-2.0

♥ 1↓ 013 October 2026

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jev-d-0.4b-onnx

MissingPackage

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

convaiinnovations/laya-typed-decisions · apache-2.0

♥ 1↓ 021 September 2026

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Jev-LCT-Adapters

CaoHaoWei

Jev-LCT-Adapters, an open-weight model published to return typed decisions.

apache-2.0

♥ 1↓ 025 September 2026

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jev-qwen35-08b

guoan1

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

Qwen/Qwen3.5-0.8B-Base · apache-2.0

♥ 1↓ 024 September 2026

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kodoom

Farahani

laya-multilingual fine-tuned to return typed decisions.

convaiinnovations/laya-multilingual · apache-2.0

♥ 1↓ 020 October 2026

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laya-banking77-v1

Cahol

laya fine-tuned to return typed decisions.

convaiinnovations/laya · apache-2.0

♥ 1↓ 022 September 2026

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laya-browser

wuyuanpei

laya fine-tuned to return typed decisions.

convaiinnovations/laya · apache-2.0

♥ 1↓ 024 September 2026

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laya-command-head

leehack

laya fine-tuned to return typed decisions.

convaiinnovations/laya · apache-2.0

♥ 1↓ 025 September 2026

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laya-multilingual-onnx-int8

Sharjeelbaig

An ONNX build of laya-multilingual, for running typed decisions on ONNX Runtime instead of a hosted API.

convaiinnovations/laya-multilingual · apache-2.0

♥ 1↓ 023 September 2026

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laya-news-decisions

InfinimindCreations

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

322M · convaiinnovations/laya · apache-2.0

♥ 1↓ 022 September 2026

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laya-onnx

rarha

An ONNX build of laya, for running typed decisions on ONNX Runtime instead of a hosted API.

convaiinnovations/laya · apache-2.0

♥ 1↓ 021 September 2026

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laya-snake-mlx

madhavbiplov

An MLX build of laya-multilingual-mlx, for running typed decisions on Apple Silicon instead of a hosted API.

322M · aac6fef/laya-multilingual-mlx · apache-2.0

♥ 1↓ 022 September 2026

Community card

laya-typed-decisions

akshatbindal

laya-typed-decisions, an open-weight model published to return typed decisions, 421M parameters.

421M · apache-2.0

♥ 1↓ 022 September 2026

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laya-typed-decisions-web-q8

alfred361

An ONNX build of laya-typed-decisions, for running typed decisions on ONNX Runtime instead of a hosted API.

convaiinnovations/laya-typed-decisions

♥ 1↓ 021 September 2026

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layaForWeb

VishalMysore

An ONNX build of laya, for running typed decisions on ONNX Runtime instead of a hosted API.

convaiinnovations/laya · apache-2.0

♥ 1↓ 021 September 2026

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layaForWebTrained

VishalMysore

An ONNX build of laya-typed-decisions, for running typed decisions on ONNX Runtime instead of a hosted API.

convaiinnovations/laya-typed-decisions · apache-2.0

♥ 1↓ 022 September 2026

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next-jev-stage1-cot

JonesLin

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

Qwen/Qwen3.5-0.8B

♥ 1↓ 023 September 2026

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od1-nano-v2-typed-decisions

mvbalaji

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

Qwen/Qwen3.5-0.8B · apache-2.0

♥ 1↓ 027 September 2026

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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

♥ 1↓ 029 September 2026

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JEV-35B-GGUF

mradermacher

A GGUF build of JEV-35B, for running typed decisions on llama.cpp instead of a hosted API.

36B · autotrust/JEV-35B · apache-2.0

♥ 0↓ 6.2K12 October 2026

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JEV-9B-GGUF

mradermacher

A GGUF build of JEV-9B, for running typed decisions on llama.cpp instead of a hosted API.

9B · autotrust/JEV-9B · apache-2.0

♥ 0↓ 2.1K26 September 2026

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Sakura-Humanlike-Chat-2.0-JEV-AutoRound-GGUF

webmp3

A GGUF build of JEV-27B, for running typed decisions on llama.cpp instead of a hosted API.

27B · autotrust/JEV-27B · apache-2.0

♥ 0↓ 1.9K6 October 2026

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Gemma-4-12B-Unified-System-One-GGUF

knowlet

A GGUF build of Gemma-4-12B-Unified-System-One, for running typed decisions on llama.cpp instead of a hosted API.

12B · knowlet/Gemma-4-12B-Unified-System-One · apache-2.0

♥ 0↓ 1.9K4 October 2026

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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

♥ 0↓ 1.4K2 October 2026

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JEV-27B-Uncensored-GGUF

mradermacher

A GGUF build of JEV-27B-Uncensored, for running typed decisions on llama.cpp instead of a hosted API.

27B · SargeDev/JEV-27B-Uncensored · apache-2.0

♥ 0↓ 1.1K11 October 2026

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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

♥ 0↓ 1.1K13 October 2026

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jev-novel-2.5-4b-GGUF

aikexue170

A GGUF build of jev-novel-2.5-4b-bf16, for running typed decisions on llama.cpp instead of a hosted API.

4.2B · aikexue170/jev-novel-2.5-4b-bf16 · apache-2.0

♥ 0↓ 9628 October 2026

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jev-vlm-4b-lite-gguf

sidman007

A GGUF build of jev-vlm-4b-lite, for running typed decisions on llama.cpp instead of a hosted API.

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

♥ 0↓ 94225 September 2026

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gemma3-270m-typed-decisions

rony

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

268M · google/gemma-3-270m-it · gemma

♥ 0↓ 91212 October 2026

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laya-multilingual-GGUF

andreilungeanu

A GGUF build of laya-multilingual, for running typed decisions on llama.cpp instead of a hosted API.

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

♥ 0↓ 8785 October 2026

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edceleste-decider-0.8b-GGUF

mradermacher

A GGUF build of edceleste-decider-0.8b, for running typed decisions on llama.cpp instead of a hosted API.

752M · IqSantiagow/edceleste-decider-0.8b · apache-2.0

♥ 0↓ 8488 October 2026

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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

♥ 0↓ 83911 October 2026

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Solar-JEV-Gemma-embed-2-GGUF

SargeDev

A GGUF build of Solar-JEV-Gemma-embed-2, for running typed decisions on llama.cpp instead of a hosted API.

271M · google/embeddinggemma-2 · apache-2.0

♥ 0↓ 82610 October 2026

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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

♥ 0↓ 82116 October 2026

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strands-decider-2B-hobson-v19-GGUF

fabricant451

A GGUF build of strands-decider-2B-hobson-v19, for running typed decisions on llama.cpp instead of a hosted API.

1.9B · StrandsAgents/strands-decider-2B-hobson-v19 · apache-2.0

♥ 0↓ 8012 October 2026

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ara-jev-Faisal-GGUF

mradermacher

A GGUF build of ara-jev-Faisal, for running typed decisions on llama.cpp instead of a hosted API.

4.3B · Omartificial-Intelligence-Space/ara-jev-Faisal · cc-by-nc-4.0

♥ 0↓ 74015 October 2026

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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

♥ 0↓ 71016 October 2026

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strands-decider-2B-hobson-v19-ONNX

onnx-community

An ONNX build of strands-decider-2B-hobson-v19, for running typed decisions on ONNX Runtime instead of a hosted API.

StrandsAgents/strands-decider-2B-hobson-v19 · apache-2.0

♥ 0↓ 7011 October 2026

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Jev-Style-Qwen3.5-2B-Decision-v2-MLX-bf16

chaoliangUNSW

An MLX build of Jev-Style-Qwen3.5-2B-Decision-v2, for running typed decisions on Apple Silicon instead of a hosted API.

1.9B · chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-v2 · apache-2.0

♥ 0↓ 69123 September 2026

Community card

laya-ONNX

onnx-community

An ONNX build of laya, for running typed decisions on ONNX Runtime instead of a hosted API.

convaiinnovations/laya · apache-2.0

♥ 0↓ 67929 September 2026

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NeoHorse-Jev-4B-GGUF

DreamBlooms

A GGUF build of NeoHorse-Jev-4B, for running typed decisions on llama.cpp instead of a hosted API.

4.2B · TokenRhythm/NeoHorse-Jev-4B · apache-2.0

♥ 0↓ 6512 October 2026

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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

♥ 0↓ 63716 October 2026

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Coral-decider-4b-GGUF

mradermacher

A GGUF build of Coral-decider-4b, for running typed decisions on llama.cpp instead of a hosted API.

4.2B · OceanLabs/Coral-4b · apache-2.0

♥ 0↓ 62927 September 2026

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elythros-decider-0.6b-GGUF

mradermacher

A GGUF build of elythros-decider-0.6b, for running typed decisions on llama.cpp instead of a hosted API.

596M · Elythros/elythros-decider-0.6b · apache-2.0

♥ 0↓ 62419 October 2026

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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

♥ 0↓ 6092 October 2026

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

♥ 0↓ 57016 October 2026

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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

♥ 0↓ 54411 October 2026

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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

♥ 0↓ 53919 September 2026

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laya-modernbert-decision-90pct

ameerhmz5

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

421M · convaiinnovations/laya · apache-2.0

♥ 0↓ 53530 September 2026

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bit-jev-2b-distilled

jinghao1632

A GGUF build of bitnet-b1.58-2B-4T-bf16, for running typed decisions on llama.cpp instead of a hosted API.

2.4B · microsoft/bitnet-b1.58-2B-4T-bf16

♥ 0↓ 52427 September 2026

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Laya-TypedDecisions-MXFP8

sahilchachra

An MLX build of laya, for running typed decisions on Apple Silicon instead of a hosted API.

395M · convaiinnovations/laya

♥ 0↓ 51723 September 2026

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

♥ 0↓ 41820 October 2026

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aimtas-laya-multilingual-GGUF

letrthang

A GGUF build of laya-multilingual, for running typed decisions on llama.cpp instead of a hosted API.

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

♥ 0↓ 3949 October 2026

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jev-student-4b-yizao

vincentzhou

A GGUF build of Qwen3.5-4B-Base, for running typed decisions on llama.cpp instead of a hosted API.

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

♥ 0↓ 35929 September 2026

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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

♥ 0↓ 35323 September 2026

Community card

laya-typed-decisions-ONNX

onnx-community

An ONNX build of laya-typed-decisions, for running typed decisions on ONNX Runtime instead of a hosted API.

convaiinnovations/laya-typed-decisions · apache-2.0

♥ 0↓ 34929 September 2026

Community card

laya-typed-decisions-gguf

fr0stbit3

A GGUF build of laya-typed-decisions, for running typed decisions on llama.cpp instead of a hosted API.

395M · convaiinnovations/laya-typed-decisions · apache-2.0

♥ 0↓ 32420 September 2026

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Gemma-4-12B-Unified-System-One-MLX-8bit

knowlet

An MLX build of Gemma-4-12B-Unified-System-One, for running typed decisions on Apple Silicon instead of a hosted API.

12B · knowlet/Gemma-4-12B-Unified-System-One · apache-2.0

♥ 0↓ 3034 October 2026

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decider-2b-GGUF

DreamBlooms

A GGUF build of decider-2b, for running typed decisions on llama.cpp instead of a hosted API.

1.9B · Mapika/decider-2b · apache-2.0

♥ 0↓ 29723 September 2026

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JEV-9B-MLX-8bit

nativ-community

An MLX build of JEV-9B, for running typed decisions on Apple Silicon instead of a hosted API.

9B · autotrust/JEV-9B · apache-2.0

♥ 0↓ 2728 October 2026

Community card

decider-0.8b-GGUF

seongukjeong

A GGUF build of decider-0.8b, for running typed decisions on llama.cpp instead of a hosted API.

752M · Mapika/decider-0.8b · apache-2.0

♥ 0↓ 2522 October 2026

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laya-multilingual-GGUF

russian-oracle

A GGUF build of laya-multilingual, for running typed decisions on llama.cpp instead of a hosted API.

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

♥ 0↓ 2323 October 2026

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decider-0.8b-Q8

ma77145

A GGUF build of decider-0.8b, for running typed decisions on llama.cpp instead of a hosted API.

752M · Mapika/decider-0.8b · apache-2.0

♥ 0↓ 22014 October 2026

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laya-multilingual-onnx

ti3x-m

An ONNX build of laya-multilingual, for running typed decisions on ONNX Runtime instead of a hosted API.

convaiinnovations/laya-multilingual · apache-2.0

♥ 0↓ 21423 September 2026

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laya-onnx

ti3x-m

An ONNX build of laya, for running typed decisions on ONNX Runtime instead of a hosted API.

convaiinnovations/laya · apache-2.0

♥ 0↓ 20723 September 2026

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MobiMind-Decider-7B-GGUF

mradermacher

A GGUF build of MobiMind-Decider-7B, for running typed decisions on llama.cpp instead of a hosted API.

IPADS-SAI/MobiMind-Decider-7B · apache-2.0

♥ 0↓ 19927 August 2025

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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

♥ 0↓ 19323 September 2026

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JevK5-Lite-onnx

maxious

An ONNX build of JevK5-Lite, for running typed decisions on ONNX Runtime instead of a hosted API.

alibiserikbay/JevK5-Lite · apache-2.0

♥ 0↓ 18026 September 2026

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jev-novel-2.5-0.8b-GGUF

aikexue170

A GGUF build of jev-novel-2.5-0.8b-bf16, for running typed decisions on llama.cpp instead of a hosted API.

752M · aikexue170/jev-novel-2.5-0.8b-bf16 · apache-2.0

♥ 0↓ 1798 October 2026

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decider-2b-GGUF

Jeetu456

A GGUF build of decider-2b, for running typed decisions on llama.cpp instead of a hosted API.

1.9B · Jeetu456/decider-2b · apache-2.0

♥ 0↓ 17618 October 2026

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aemeath-systemone-kev

rushsinging

aemeath-systemone-kev, an open-weight model published to return typed decisions, 752M parameters.

752M

♥ 0↓ 1749 October 2026

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decider-0.8b-GGUF

DreamBlooms

A GGUF build of decider-0.8b, for running typed decisions on llama.cpp instead of a hosted API.

752M · Mapika/decider-0.8b · apache-2.0

♥ 0↓ 17323 September 2026

Community card

laya-finetuned-rlcd-GGUF

Snugasabug

A GGUF build of laya, for running typed decisions on llama.cpp instead of a hosted API.

322M · convaiinnovations/laya · apache-2.0

♥ 0↓ 1612 October 2026

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JevK5-chat-mlx-16bit

SirSahOl

An MLX build of JevK5, for running typed decisions on Apple Silicon instead of a hosted API.

4.2B · alibiserikbay/JevK5 · apache-2.0

♥ 0↓ 1601 October 2026

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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

♥ 0↓ 15630 September 2026

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JEV-27B-VL-MLX-NVFP4

nativ-community

An MLX build of JEV-27B-VL, for running typed decisions on Apple Silicon instead of a hosted API.

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

♥ 0↓ 1568 October 2026

Community card

laya-GGUF

SandLogicTechnologies

A GGUF build of laya, for running typed decisions on llama.cpp instead of a hosted API.

421M · convaiinnovations/laya · apache-2.0

♥ 0↓ 15516 October 2026

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gemma-3-270m-jev-mlx

bzantium

An MLX build of gemma-3-270m-jev, for running typed decisions on Apple Silicon instead of a hosted API.

google/gemma-3-270m-it · gemma

♥ 0↓ 13923 September 2026

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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

♥ 0↓ 12620 September 2026

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embeddinggemma-2-multimodal-typed-decision

Danny-Dasilva

embeddinggemma-2 fine-tuned to return typed decisions.

google/embeddinggemma-2 · apache-2.0

♥ 0↓ 12314 October 2026

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laya

nativ-community

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

421M · convaiinnovations/laya · apache-2.0

♥ 0↓ 12330 September 2026

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jevk5-0.2-mlx-4bit

Algorythm-Canada

An MLX build of JevK5, for running typed decisions on Apple Silicon instead of a hosted API.

4.2B · alibiserikbay/JevK5 · apache-2.0

♥ 0↓ 1223 October 2026

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MacJev-322M-4K-Laya-GGUF

chaoliangUNSW

A GGUF build of MacJev-322M-4K-Laya, for running typed decisions on llama.cpp instead of a hosted API.

307M · chaoliangUNSW/MacJev-322M-4K-Laya · apache-2.0

♥ 0↓ 12023 September 2026

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decider-0.8b-GGUF

ardana-ai

A GGUF build of decider-0.8b, for running typed decisions on llama.cpp instead of a hosted API.

752M · Mapika/decider-0.8b · apache-2.0

♥ 0↓ 1163 October 2026

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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

♥ 0↓ 11216 October 2026

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Laya-TypedDecisions-MXFP4

sahilchachra

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

395M · convaiinnovations/laya

♥ 0↓ 11123 September 2026

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system-one-minicpm5-2b-q8

mpuig

An MLX build of system-one-minicpm5-2b, for running typed decisions on Apple Silicon instead of a hosted API.

2.5B · openbmb/MiniCPM5-2B-Base · mit

♥ 0↓ 10522 September 2026

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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

♥ 0↓ 10423 September 2026

Community card

Laya-English-MXFP8

sahilchachra

An MLX build of laya, for running typed decisions on Apple Silicon instead of a hosted API.

395M · convaiinnovations/laya

♥ 0↓ 10423 September 2026

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decider-0.8b-GGUF

mindchain

A GGUF build of decider-0.8b, for running typed decisions on llama.cpp instead of a hosted API.

752M · Mapika/decider-0.8b · apache-2.0

♥ 0↓ 10225 September 2026

Community card

jevk5-0.2-mlx-8bit

Algorythm-Canada

An MLX build of JevK5, for running typed decisions on Apple Silicon instead of a hosted API.

4.2B · alibiserikbay/JevK5 · apache-2.0

♥ 0↓ 1013 October 2026

Community card

Laya-Multilingual-MXFP4

sahilchachra

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

307M · convaiinnovations/laya

♥ 0↓ 10023 September 2026

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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

♥ 0↓ 9816 October 2026

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

♥ 0↓ 9529 September 2026

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laya-swedish-preference-gate

jonasaise

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

322M · convaiinnovations/laya · apache-2.0

♥ 0↓ 9514 October 2026

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

♥ 0↓ 8311 October 2026

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JEV-27B-VL-GPTQ-Int4-asym

darioooooo0o

A quantised build of JEV-27B-VL, for running typed decisions on a local runtime instead of a hosted API.

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

♥ 0↓ 8214 October 2026

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jev-9b-coreai-w8

silv4souz4

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

autotrust/JEV-9B · apache-2.0

♥ 0↓ 8215 October 2026

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jev-qwen3.5-4b-legal-lora

Nebulaw1

A LoRA adapter that turns Qwen3.5-4B-Base into a typed-decision model without shipping full weights.

Qwen/Qwen3.5-4B-Base · apache-2.0

♥ 0↓ 8220 September 2026

Community card

voice-decisions-laya-v4

Borcherding

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

421M · convaiinnovations/laya · apache-2.0

♥ 0↓ 7819 October 2026

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decider-2b

nativ-community

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

1.9B · Mapika/decider-2b · apache-2.0

♥ 0↓ 7725 September 2026

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NeoHorse-Jev-4B-TmuxPocket-MLX-oQ4

groxaxo

An MLX build of NeoHorse-Jev-4B-TmuxPocket-MLX5, for running typed decisions on Apple Silicon instead of a hosted API.

4.2B · groxaxo/NeoHorse-Jev-4B-TmuxPocket-MLX5 · apache-2.0

♥ 0↓ 776 October 2026

Community card

Qwen3.5-4B-typed-decisions

wozniakos10

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

unsloth/Qwen3.5-4B · apache-2.0

♥ 0↓ 7610 October 2026

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Laya-English-MXFP4

sahilchachra

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

395M · convaiinnovations/laya

♥ 0↓ 7523 September 2026

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JevK5-chat-mlx-8bit

SirSahOl

An MLX build of JevK5, for running typed decisions on Apple Silicon instead of a hosted API.

4.2B · alibiserikbay/JevK5 · apache-2.0

♥ 0↓ 701 October 2026

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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

♥ 0↓ 7018 October 2026

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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

♥ 0↓ 696 October 2026

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sn92-df-dm9b

whynotBeTop

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

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

♥ 0↓ 6817 October 2026

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decider-4b-W8A16

rovangju

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

4.2B · Mapika/decider-4b · apache-2.0

♥ 0↓ 6511 October 2026

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ModernBERT-Ja-310M-Decision-LiteRT

mlboydaisuke

A quantised build of modernbert-ja-310m-jev, for running typed decisions on a local runtime instead of a hosted API.

argos1111/modernbert-ja-310m-jev · cc-by-sa-4.0

♥ 0↓ 652 October 2026

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sarashina2.2-vision-3b-mmproj-jev-f16

argos1111

A GGUF build of sarashina2.2-vision-3b, for running typed decisions on llama.cpp instead of a hosted API.

446M · sbintuitions/sarashina2.2-vision-3b · mit

♥ 0↓ 6521 September 2026

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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

♥ 0↓ 6418 October 2026

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jeb-typed-decisions

IJyad

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

178M · IJyad/jeb · apache-2.0

♥ 0↓ 6422 September 2026

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

AstroHan

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

Qwen/Qwen3.5-4B · apache-2.0

♥ 0↓ 6020 September 2026

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system-one-mini

DavidHatley

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

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

♥ 0↓ 5916 September 2026

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laya-typed-decisions-ONNX

m1rhan

An ONNX build of laya-typed-decisions, for running typed decisions on ONNX Runtime instead of a hosted API.

convaiinnovations/laya-typed-decisions · apache-2.0

♥ 0↓ 5822 September 2026

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system-one-270m

kaivoss

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

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

♥ 0↓ 5721 September 2026

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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

♥ 0↓ 5723 September 2026

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Delveta-LayaChoice-v2

eric-ml-nlp

laya fine-tuned to return typed decisions.

convaiinnovations/laya

♥ 0↓ 562 October 2026

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openjev-rlcd-qwen3-4b-v1

dknguyen2304

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

4B · Qwen/Qwen3-4B · apache-2.0

♥ 0↓ 5629 September 2026

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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

♥ 0↓ 5319 September 2026

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laya-multilingual-coreml-adaptive-fp16

aac6fef

A Core ML build of laya-multilingual, for running typed decisions on on-device Apple runtimes instead of a hosted API.

convaiinnovations/laya-multilingual · apache-2.0

♥ 0↓ 5220 October 2026

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NeoHorse-Jev-4B-TmuxPocket-MLX5

groxaxo

An MLX build of NeoHorse-Jev-4B, for running typed decisions on Apple Silicon instead of a hosted API.

4.2B · TokenRhythm/NeoHorse-Jev-4B · apache-2.0

♥ 0↓ 512 October 2026

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laya-typed-decisions-ce-1024

minhleduc

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

421M · convaiinnovations/laya · apache-2.0

♥ 0↓ 4826 September 2026

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decider-2b-homelab-router

daviestechlabs

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

1.9B · Mapika/decider-2b · apache-2.0

♥ 0↓ 4712 October 2026

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JEV-Qwen3.5-9B-Base-NVFP4

WIlfLin

A quantised build of Qwen3.5-9B-NVFP4, for running typed decisions on a local runtime instead of a hosted API.

9.4B · ig1/Qwen3.5-9B-NVFP4 · apache-2.0

♥ 0↓ 4722 September 2026

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laya-typed-decisions-coreml

aac6fef

A Core ML build of laya-typed-decisions, for running typed decisions on on-device Apple runtimes instead of a hosted API.

convaiinnovations/laya-typed-decisions · apache-2.0

♥ 0↓ 4720 September 2026

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laya-typed-decisions-coreml-adaptive-fp16

aac6fef

A Core ML build of laya-typed-decisions, for running typed decisions on on-device Apple runtimes instead of a hosted API.

convaiinnovations/laya-typed-decisions · apache-2.0

♥ 0↓ 4620 October 2026

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ocf-typed-decisions-mbert-base

MSGEncrypted

ModernBERT-base fine-tuned to return typed decisions.

answerdotai/ModernBERT-base · apache-2.0

♥ 0↓ 4628 September 2026

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laya-bangla

algolyzer

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

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

♥ 0↓ 4418 October 2026

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jev-qwen-decider

Nikunjgoyal07

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

478M · Qwen/Qwen3-0.6B

♥ 0↓ 4311 October 2026

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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

♥ 0↓ 432 October 2026

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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

♥ 0↓ 4319 September 2026

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decider-q2b-1.1b

gabrielfior

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

Qwen/Qwen3.5-2B-Base · apache-2.0

♥ 0↓ 425 October 2026

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OpenThai-SystemOne-MLX-mxfp4

iapp

An MLX build of OpenThai-SystemOne, for running typed decisions on Apple Silicon instead of a hosted API.

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

♥ 0↓ 4225 September 2026

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laya-coreml-adaptive-fp32

aac6fef

A Core ML build of laya, for running typed decisions on on-device Apple runtimes instead of a hosted API.

convaiinnovations/laya · apache-2.0

♥ 0↓ 4120 October 2026

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xlm-roberta-systemone

itsdevice

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

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

♥ 0↓ 4113 October 2026

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

jsaurabh

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

Qwen/Qwen3.5-9B · apache-2.0

♥ 0↓ 4022 September 2026

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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

♥ 0↓ 402 October 2026

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Gemma-4-12B-Unified-System-One-NVFP4

knowlet

A quantised build of Gemma-4-12B-Unified-System-One, for running typed decisions on a local runtime instead of a hosted API.

7.4B · knowlet/Gemma-4-12B-Unified-System-One · apache-2.0

♥ 0↓ 397 October 2026

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decider-0.8b-lora-onnx

Jotapostre

An ONNX build of decider-0.8b, for running typed decisions on ONNX Runtime instead of a hosted API.

Mapika/decider-0.8b · apache-2.0

♥ 0↓ 3715 October 2026

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OpenThai-SystemOne-MLX-bf16

iapp

An MLX build of OpenThai-SystemOne, for running typed decisions on Apple Silicon instead of a hosted API.

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

♥ 0↓ 3725 September 2026

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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

♥ 0↓ 3619 September 2026

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strands-decider-2b-web

RabiatS

An ONNX build of strands-decider-2B-hobson-v19, for running typed decisions on ONNX Runtime instead of a hosted API.

StrandsAgents/strands-decider-2B-hobson-v19 · apache-2.0

♥ 0↓ 355 October 2026

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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

♥ 0↓ 3421 September 2026

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sn92-df-v9

Andrew93110

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

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

♥ 0↓ 3420 October 2026

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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

♥ 0↓ 3429 September 2026

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decider-4b-AWQ-ASYM-W4A16

Ar4ikov

A quantised build of decider-4b, for running typed decisions on a local runtime instead of a hosted API.

4.2B · Mapika/decider-4b · apache-2.0

♥ 0↓ 3318 October 2026

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vigil

safecircleai

A quantised build of laya-multilingual, for running typed decisions on a local runtime instead of a hosted API.

322M · convaiinnovations/laya-multilingual · other

♥ 0↓ 334 October 2026

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jev-omni-general-head-v3

ferdinandl007

Jev-Omni fine-tuned to return typed decisions.

akhilaaa3/Jev-Omni

♥ 0↓ 3230 September 2026

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laya-multilingual-coreml-adaptive-fp32

aac6fef

A Core ML build of laya-multilingual, for running typed decisions on on-device Apple runtimes instead of a hosted API.

convaiinnovations/laya-multilingual · apache-2.0

♥ 0↓ 3220 October 2026

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laya-typed-decisions-coreml-adaptive-fp32

aac6fef

A Core ML build of laya-typed-decisions, for running typed decisions on on-device Apple runtimes instead of a hosted API.

convaiinnovations/laya-typed-decisions · apache-2.0

♥ 0↓ 3220 October 2026

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

onnx-community

An ONNX build of system-one-qwen3.5-4b-scorer, for running typed decisions on ONNX Runtime instead of a hosted API.

pngwn/system-one-qwen3.5-4b-scorer · cc-by-nc-4.0

♥ 0↓ 3220 September 2026

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laya-english-coreml

FluidInference

A Core ML build of laya, for running typed decisions on on-device Apple runtimes instead of a hosted API.

convaiinnovations/laya · apache-2.0

♥ 0↓ 3122 September 2026

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laya-homelab-router

daviestechlabs

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

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

♥ 0↓ 311 October 2026

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modernbert-systemone

itsdevice

modernbert-systemone, an open-weight model published to return typed decisions, 149M parameters.

149M

♥ 0↓ 3114 October 2026

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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

♥ 0↓ 2921 September 2026

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plek-1

Drenel

A typed-decision model from Drenel, 783M parameters.

783M · apache-2.0

♥ 0↓ 2919 September 2026

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verdict-coreml

FluidInference

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

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

♥ 0↓ 2922 September 2026

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gemma-4-E4B-it-unsloth-bnb-4bit_qlora_typed-decisions-de

johannhartmann

A LoRA adapter that turns gemma-4-E4B-it into a typed-decision model without shipping full weights.

8B · google/gemma-4-E4B-it · apache-2.0

♥ 0↓ 2813 October 2026

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surebranch-4b

edihasaj

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

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

♥ 0↓ 2828 September 2026

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Laya-1.2-speedup-standalone

vtava

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

421M · convaiinnovations/laya-typed-decisions

♥ 0↓ 2713 October 2026

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Laya-1.2-speedup-standalone-fp16

vtava

A quantised build of laya-typed-decisions, for running typed decisions on a local runtime instead of a hosted API.

421M · convaiinnovations/laya-typed-decisions

♥ 0↓ 2713 October 2026

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OpenThai-SystemOne-bnb-4bit

iapp

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

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

♥ 0↓ 2724 September 2026

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decider-4b-W4A16

rovangju

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

4.2B · Mapika/decider-4b · apache-2.0

♥ 0↓ 2611 October 2026

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OpenThai-SystemOne-MLX-8bit

iapp

An MLX build of OpenThai-SystemOne, for running typed decisions on Apple Silicon instead of a hosted API.

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

♥ 0↓ 2625 September 2026

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zyot-decider-12b-adapter

hiteshluke

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

google/gemma-4-12b-it · apache-2.0

♥ 0↓ 2626 September 2026

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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

♥ 0↓ 2522 September 2026

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bert4jev

ukung

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

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

♥ 0↓ 2420 September 2026

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jevify-gemma4-26b-a4b-lora

kushalpatil

A LoRA adapter that turns gemma-4-26B-A4B-it into a typed-decision model without shipping full weights.

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

♥ 0↓ 2420 September 2026

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laya-bangla-lora

algolyzer

A LoRA adapter that turns laya-multilingual into a typed-decision model without shipping full weights.

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

♥ 0↓ 2418 October 2026

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verdict-laya

ashiksharon005

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

421M · convaiinnovations/laya · apache-2.0

♥ 0↓ 2417 October 2026

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jev-gemma-4-E2B-it-choice-64

ohtaman

An ONNX build of gemma-4-E2B-it, for running typed decisions on ONNX Runtime instead of a hosted API.

google/gemma-4-E2B-it · apache-2.0

♥ 0↓ 2322 September 2026

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jevify-gemma4-e4b-lora

kushalpatil

A LoRA adapter that turns gemma-4-E4B-it into a typed-decision model without shipping full weights.

google/gemma-4-E4B-it

♥ 0↓ 2320 September 2026

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lfm2-5-350m-rlcd-coreml

FluidInference

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

notnotsamuel/LFM2.5-350M-RLCD · other

♥ 0↓ 2322 September 2026

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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

♥ 0↓ 232 October 2026

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OpenThai-SystemOne-MLX-nvfp4

iapp

An MLX build of OpenThai-SystemOne, for running typed decisions on Apple Silicon instead of a hosted API.

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

♥ 0↓ 2225 September 2026

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OpenThai-SystemOne-W8A8-INT8

iapp

A quantised build of OpenThai-SystemOne, for running typed decisions on a local runtime instead of a hosted API.

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

♥ 0↓ 2224 September 2026

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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

♥ 0↓ 2110 October 2026

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Laya-1.2-speedup

vtava

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

convaiinnovations/laya-typed-decisions

♥ 0↓ 2113 October 2026

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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

♥ 0↓ 218 October 2026

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jev-omni-general-head-v2

ferdinandl007

Jev-Omni fine-tuned to return typed decisions.

akhilaaa3/Jev-Omni

♥ 0↓ 2030 September 2026

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LFM2.5-350M-RLCD-FP8

liodon-ai

A quantised build of LFM2.5-350M-RLCD, for running typed decisions on a local runtime instead of a hosted API.

354M · notnotsamuel/LFM2.5-350M-RLCD · other

♥ 0↓ 2021 September 2026

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OpenThai-SystemOne-FP8-Dynamic

iapp

A quantised build of OpenThai-SystemOne, for running typed decisions on a local runtime instead of a hosted API.

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

♥ 0↓ 2024 September 2026

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OpenThai-SystemOne-NVFP4A16

iapp

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

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

♥ 0↓ 2024 September 2026

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turkic-relevance-laya-multilingual

mutkuoz

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

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

♥ 0↓ 205 October 2026

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laya-doom-v3

azalio

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

421M · convaiinnovations/laya · apache-2.0

♥ 0↓ 1922 September 2026

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OpenThai-SystemOne-MLX-4bit

iapp

An MLX build of OpenThai-SystemOne, for running typed decisions on Apple Silicon instead of a hosted API.

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

♥ 0↓ 1925 September 2026

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laya-pt-es-nli

telepatia-ai

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

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

♥ 0↓ 1821 September 2026

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sn92-df-v8

Andrew93110

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

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

♥ 0↓ 1820 October 2026

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bulwark

Abhi268170

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

421M · convaiinnovations/laya · apache-2.0

♥ 0↓ 1724 September 2026

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local-system-one-student

Mannedood

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

149M · answerdotai/ModernBERT-base · mit

♥ 0↓ 1718 September 2026

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OpenThai-SystemOne-W4A16-GPTQ

iapp

A quantised build of OpenThai-SystemOne, for running typed decisions on a local runtime instead of a hosted API.

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

♥ 0↓ 1724 September 2026

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decider-2b-toolcall-guard-lora

johannhartmann

A LoRA adapter that turns decider-2b into a typed-decision model without shipping full weights.

Mapika/decider-2b · apache-2.0

♥ 0↓ 1629 September 2026

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jev-0.5b

jaswanthsanjay88

A LoRA adapter that turns Qwen2.5-0.5B into a typed-decision model without shipping full weights.

Qwen/Qwen2.5-0.5B

♥ 0↓ 1619 September 2026

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laya-sentiment-multilingual

Ramg77

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

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

♥ 0↓ 1626 September 2026

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nemotron-3.5-lightning-systemone-lora-r16

einsteiner1983

nemotron-3.5-lightning-systemone-lora-r16, an open-weight model published to return typed decisions.

Hugging Face

♥ 0↓ 1622 September 2026

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OpenThai-SystemOne-bnb-8bit

iapp

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

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

♥ 0↓ 1624 September 2026

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jev-qwen3.5-0.8b-legal-lora

Nebulaw1

A LoRA adapter that turns Qwen3.5-0.8B-Base into a typed-decision model without shipping full weights.

Qwen/Qwen3.5-0.8B-Base · apache-2.0

♥ 0↓ 1520 September 2026

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OpenThai-SystemOne-NVFP4

iapp

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

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

♥ 0↓ 1524 September 2026

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system-one-qwen3.5-4b-scorer-ONNX-etheroi

developerjeremylive

An ONNX build of Qwen3.5-4B-Base, for running typed decisions on ONNX Runtime instead of a hosted API.

Qwen/Qwen3.5-4B-Base · cc-by-nc-4.0

♥ 0↓ 1527 September 2026

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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

♥ 0↓ 1424 September 2026

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cua-s1-forge-rlcd

NewSonnet

cua-s1-forge-rlcd, an open-weight model published to return typed decisions.

1M · mit

♥ 0↓ 1322 September 2026

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cua-s1-forge-rlcd-v3

NewSonnet

cua-s1-forge-rlcd-v3, an open-weight model published to return typed decisions.

1M · mit

♥ 0↓ 1322 September 2026

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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

♥ 0↓ 1216 September 2026

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Laya-Multilingual-CoreAI

mlboydaisuke

laya fine-tuned to return typed decisions.

convaiinnovations/laya · apache-2.0

♥ 0↓ 1123 September 2026

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Llama-3B-RLCD-SFT_Llama-3B-Flash_936_full_model

TaylorAI

A typed-decision model from TaylorAI.

Hugging Face

♥ 0↓ 930 August 2023

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laya-multilingual-coreml-ane-w8

aac6fef

A Core ML build of laya-multilingual, for running typed decisions on on-device Apple runtimes instead of a hosted API.

convaiinnovations/laya-multilingual · apache-2.0

♥ 0↓ 720 September 2026

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jev-my-bro-th960

JonusNattapong

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

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

♥ 0↓ 622 September 2026

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laya-multilingual-coreml-snake

aac6fef

A Core ML build of laya-multilingual, for running typed decisions on on-device Apple runtimes instead of a hosted API.

convaiinnovations/laya-multilingual · apache-2.0

♥ 0↓ 620 September 2026

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jev-playground-rlcd

soyrsoyr

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

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

♥ 0↓ 523 September 2026

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laya-multitask-intents

sallout

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

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

♥ 0↓ 225 September 2026

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laya-sentiment-multilingual-coreml

Ramg77

A Core ML build of laya-sentiment-multilingual, for running typed decisions on on-device Apple runtimes instead of a hosted API.

Ramg77/laya-sentiment-multilingual · apache-2.0

♥ 0↓ 130 September 2026

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

♥ 0↓ 028 September 2026

What we left out

Searching Hugging Face for this category turns up far more repositories than appear here. We dropped empty repositories with no weights, downloads or likes; exact copies of another account’s weights; and projects that only matched on a name, like a 3D scene model whose owner happens to be called Jev. Same-author variants trained differently were kept, because those are genuinely different models.

Everything that remains comes from each repository’s own metadata. A directory padded with entries nobody checked is worth less than a short one.

None of these were measured on your data

Public benchmarks tell you which models are worth a shortlist. They cannot tell you which one clears your error budget. That takes your own historical decisions, frozen into a test set.