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Decision modelOpen source

Laya Typed Decisions

Convai Innovations

Released
-
Data date
September 24, 2026
Access

Laya Typed Decisions is Convai’s variant for agent-trace observability, customer service, invoice processing, and security incidents. It uses 421 million parameters, a 1,024-token context, and local non-autoregressive readouts. The result remains a Choice, Noul, or Score with probabilities.

Those four use cases distinguish Laya Typed Decisions from Laya for general English input and Laya Multilingual for multiple languages.

Specifications and access

SpecificationValue and source
Model class
Typed System One decision modelSource
Access
LocalSource
Model ID
convaiinnovations/laya/typed-decisionsSource
Input
Text, states and typed questionsSource
Output
Structured probabilities, no text generationSource
Result
Choice, Noul and Score with probabilitiesSource
Parameters
421 millionSource
Context window
1,024 tokensSource
License
Apache-2.0Source
Scope
Laya checkpoint focused on typed decisions.Source
Notes
The checkpoint is listed as a separate typed-decisions variant in the official repository.Source