Skip to main content
Decision modelOpen source

Decider 35B A3B

Mapika

Released
-
Data date
September 24, 2026
Model class
Typed decision model
Result
Choice, Noul and Score as probability distributions
Access
Local

Decider 35B A3B is the large MoE checkpoint in the Decider family. It contains 34.7 billion parameters, with roughly 3 billion active per token. Over a 32,000-token context, it answers typed text questions in one pass and returns probabilities for your options. Sparse activation still leaves it with the memory footprint of a large local model.

The quantized variant Decider 35B A3B NVFP4 keeps the same decision interface while reducing memory use.

Specifications and access

SpecificationValue and source
Model class
Typed decision modelSource
Access
LocalSource
Model ID
Mapika/decider-35b-a3bSource
Input
Text and typed questionsSource
Output
Structured probabilities, no text generationSource
Result
Choice, Noul and Score as probability distributionsSource
Parameters
35 billionSource
Context window
32,000 tokensSource
License
Apache-2.0Source
Scope
Local readout without autoregressive text generation.Source
Notes
The model is intended for structured decisions, not multi-step text answers.Source
Base model
Qwen3.5-35B-A3B-Base (3B aktiv)Source
Choice options
2-255 per questionSource