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Decision modelOpen source

Kev 0.8B

Jared Palmer

Released
September 20, 2026
Data date
September 24, 2026
Model class
Typed-decision LoRA adapter with pointer readout
Result
Choice, Noul and Score with calibrated probabilities
Access
Local

Kev 0.8B is the smallest current Kev adapter variant. Jared Palmer publishes it as a LoRA adapter with a pointer head on a 0.8-billion-parameter base model. The local checkpoint reads text or structured states and typed questions, then returns Choice, Noul, and Score with calibrated probabilities in one pass.

Kev 4B and Kev 9B use the same pointer-head idea with larger base models. All three combine an adapter with a base model and have a TypeSafe-compatible interface.

Specifications and access

SpecificationValue and source
Model class
Typed-decision LoRA adapter with pointer readoutSource
Access
LocalSource
Model ID
jaredpalmer/kev-0.8bSource
Input
Text or structured states and typed questionsSource
Output
Structured probabilities, no text generationSource
Result
Choice, Noul and Score with calibrated probabilitiesSource
Parameters
0.8 billion base modelSource
License
Apache-2.0 for the adapter and headSource
Scope
Local Kev family models with a TypeSafe-compatible interface.Source
Notes
The weights are adapters on top of the respective Qwen base models.Source
Base model
Qwen/Qwen3.5-0.8B-BaseSource
Adapter
LoRA, rank 16Source