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Decision modelOpen source

Decider 35B A3B NVFP4

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 NVFP4 is the quantized form of Decider 35B A3B. The readout stays the same. Attention projections and expert components are quantized to NVFP4; delta-net convolutions and input projections, routers, gates, embeddings, and the LM head remain in bf16. Published memory use therefore drops from 65 GB for the bf16 checkpoint to 19.6 GB. The checkpoint targets vLLM, TensorRT-LLM, and SGLang on Blackwell GPUs.

Across the published fixtures, NVFP4 scores 1.0 to 1.5 points below bf16.

Specifications and access

SpecificationValue and source
Model class
Typed decision modelSource
Access
LocalSource
Model ID
Mapika/decider-35b-a3b-nvfp4Source
Input
Text and typed questionsSource
Output
Structured probabilities, no text generationSource
Result
Choice, Noul and Score as probability distributionsSource
Parameters
35 billion, quantizedSource
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 (NVFP4, 3B aktiv)Source
Choice options
2-255 per questionSource