101 models · updated 2 November 2026

Decision models in GGUF

Quantised builds you can run with llama.cpp on ordinary hardware, no Python and no hosted API in the path of a decision.

Also in this dimensionMLX 47Core ML 23ONNX 54
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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

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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

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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

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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

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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

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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

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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

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jev

feder-cr

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

882M · mit

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

Community card

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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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xDecision

mccoysc

laya-multilingual fine-tuned to return typed decisions.

convaiinnovations/laya-multilingual · apache-2.0

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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

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laya-v796

Falconsai

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

421M · convaiinnovations/laya · apache-2.0

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statim-decide-multilingual-base

Beko2210

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

322M · convaiinnovations/laya-multilingual · other

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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laya-modernbert-decision-90pct

ameerhmz5

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

421M · convaiinnovations/laya · apache-2.0

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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aemeath-systemone-kev

rushsinging

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

752M

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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

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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

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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

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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

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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

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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

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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

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voice-decisions-laya-v4

Borcherding

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

421M · convaiinnovations/laya · apache-2.0

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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

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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

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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

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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

Find out what your data actually supports

We turn your historical decisions into a frozen test set, then tell you which model, which threshold, and how much of it you can safely automate.