A family of System One-style models fine-tuned from Qwen3.5, designed for one-pass typed decisions with calibrated probabilities.
Mark Marosi
Mapika
AI & ML interests
NLP, Drug Discovery
Recent Activity
published a model about 15 hours ago
Mapika/decider-2b-coherent updated a model about 15 hours ago
Mapika/decider-2b-coherent published a dataset about 18 hours ago
Mapika/bookiebenchOrganizations
models 11
Mapika/decider-2b-coherent
Multiple Choice • Updated • 11
Mapika/decider-2b-GGUF
Text Classification • 2B • Updated • 491
Mapika/decider-4b-GGUF
Text Classification • 4B • Updated • 520 • 1
Mapika/decider-2b
Text Classification • 2B • Updated • 233k • 93
Mapika/decider-4b
Text Classification • 4B • Updated • 4.8k • 10
Mapika/decider-35b-a3b
Text Classification • 35B • Updated • 753 • 8
Mapika/decider-35b-a3b-nvfp4
Text Classification • 18B • Updated • 620 • 6
Mapika/decider-2b-vision
Image-Text-to-Text • 2B • Updated • 2.58k • 31
Mapika/decider-0.8b
Text Classification • 0.8B • Updated • 5.62k • 5
Mapika/GLM-5.2-NVFP4
Text Generation • 379B • Updated • 174 • 7