Enterprise Reflux Laya

A Laya checkpoint specialised on Enterprise Reflex dynamic action-selection data.

Base

convaiinnovations/laya

This experiment preserves Laya's published decision architecture and its RLCD + soft-cross-entropy fine-tuning recipe.

Data

yasserrmd/enterprise-reflex-dataset
yasserrmd/enterprise-reflex-v1-hard-dataset

Original pair rows are reconstructed into dynamic Laya choice questions. Multi-positive groups are represented as probability distributions.

Frozen extreme-200

Metric	Result
Top-1	54.00%
Top-2	75.00%
Top-3	87.00%
System-1 coverage	7.00%
System-1 accuracy	100.00%
Unsafe observed System-1 failures	0

Validation-selected autonomous threshold: 0.990

Choice temperature fitted on a held-out calibration subset: 3.509195

Important

This is a research decision model, not an authorization or policy engine. Deterministic permissions, preconditions, risk controls, and required human approvals remain external.

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Model size

0.4B params

Tensor type

F16

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