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
new activity 2 days ago
Mapika/decider-4b:Independent run: our MNLI 0.7667 against your published 0.926 updated a model 2 days ago
Mapika/decider-2bOrganizations
models 15
Mapika/decider-2b
Text Classification • 2B • Updated • 333k • 106
Mapika/decider-4b
Text Classification • 4B • Updated • 28.1k • 28
Mapika/decider-12b
Text Classification • 12B • Updated • 537 • 4
Mapika/decider-31b
Text Classification • 21B • Updated • 194 • 2
Mapika/decider-chat-qwen3.6-27b
Text Classification • 28B • Updated • 92
Mapika/decider-chat-gemma4-31b
Text Classification • 31B • Updated • 580 • 4
Mapika/decider-2b-coherent
Multiple Choice • Updated • 66 • 1
Mapika/decider-2b-GGUF
Text Classification • 2B • Updated • 3.63k • 1
Mapika/decider-4b-GGUF
Text Classification • 4B • Updated • 6.41k • 3
Mapika/decider-35b-a3b
Text Classification • 35B • Updated • 2.47k • 9