LocalLLaMA/typed-decisions
Viewer • Updated • 3.2k • 17.9k • 70
Typed decision models (System One)
Open models that answer yes/no, choice and score questions with probabilities, plus typed-decisions, a public benchmark to compare them.
Note Benchmark: 2,000 typed decisions across four workflows, harness included. Start here to compare models.
convaiinnovations/laya
Text Classification • 0.4B • Updated • 4.52kNote 421M, Apache-2.0
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AlexWortega/openjev
Text Classification • Updated • 621
fastino/GLiNER2.5-Decide
Token Classification • 0.5B • Updated • 29.2k • 241Note Encoder-based decision model
Contrastive-LM/CLM-v0.1-8B
Text Ranking • Updated • 1.91k • 531Note Frozen Qwen3-8B encoder + heads, Apache-2.0
mlx-community/CLM-v0.1-8B-MLX-8bit
Feature Extraction • Updated • 119 • 4Note MLX port of CLM for Apple Silicon
internlm/Intern-Decision-4B
Image-Text-to-Text • 5B • Updated • 584 • 67Note Reads images too, Apache-2.0
internlm/Intern-Decision-0.8B
Image-Text-to-Text • 0.9B • Updated • 469 • 23Note Apache-2.0
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manjunathshiva/opendecider-nano
Zero-Shot Classification • 0.4B • Updated • 71 • 2 -
manjunathshiva/opendecider-small
Zero-Shot Classification • Updated • 43
FrontiersMind/Lumma-fev-4b
Text Classification • 4B • Updated • 3.74k • 15Note English + 10 Indic languages
FrontiersMind/Lumma-fev-9b
Text Classification • 8B • Updated • 61 • 8Note English + 10 Indic languages
lighteternal/biodecision-tev1-4b
Text Generation • 5B • Updated • 572 • 10Note Biomedical decisions
SupersonicLabs/Julia-1
Text Classification • 0.1B • Updated • 1.73k • 294Note 144M mmBERT-small, Apache-2.0
akhilaaa3/Jev-Omni
Text Classification • 12B • Updated • 923 • 310Note Text, images, audio and video; Gemma 4 12B base
convaiinnovations/laya-multilingual
Text Classification • 0.3B • Updated • 331Note 100+ languages
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internlm/Intern-Decision-2B
Image-Text-to-Text • 2B • Updated • 257 • 14