18 models · checked 20 September 2026

Quantised decision model builds

Conversions of an existing model into a format you can run locally. Same weights, different packaging.

Also in this dimensionLoRA adapters 6Fine-tunes 27
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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

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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

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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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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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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

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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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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-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

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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

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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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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

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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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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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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

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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

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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

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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

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decider-35b-a3b-nvfp4

Mapika

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

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

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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.