47 models · updated 2 November 2026

Decision models for Apple Silicon (MLX)

Builds targeting Apple’s MLX runtime, which is the fastest way to run one of these locally on a Mac.

Also in this dimensionGGUF 101Core ML 23 ONNX 54

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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

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laya-mlx

aac6fef

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

421M · convaiinnovations/laya · apache-2.0

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laya-multilingual-mlx

aac6fef

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

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

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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

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laya-typed-decisions-mlx

aac6fef

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

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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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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Laya-TypedDecisions-MXFP8

sahilchachra

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

395M · convaiinnovations/laya

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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

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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

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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

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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

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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

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laya

nativ-community

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

421M · convaiinnovations/laya · apache-2.0

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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

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Laya-TypedDecisions-MXFP4

sahilchachra

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

395M · convaiinnovations/laya

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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

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Laya-English-MXFP8

sahilchachra

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

395M · convaiinnovations/laya

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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

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Laya-Multilingual-MXFP4

sahilchachra

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

307M · convaiinnovations/laya

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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

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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

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Laya-English-MXFP4

sahilchachra

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

395M · convaiinnovations/laya

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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

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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

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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

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