LAYA typed-decisions

Convai InnovationsDecision modelOpen weights

LAYA typed-decisions by Convai Innovations is a decision model: it answers typed questions with a probability for each allowed answer instead of generating text.

Pricing

No hosted price is listed. The weights are open: the cost is your own compute.

Specifications

Provider: Convai Innovations
Parameters: 421M
Released: Sep 2026
Open weights: Yes
Question types: Choice (one of N options), Score (ordered rubric), Yes / no
Mechanism: Encoder classifier
Backbone: ModernBERT-large + decision head, fine-tuned on typed-decisions
Jev-compatible request: Yes
Runs on CPU: Yes
License: Apache 2.0
Hugging Face: convaiinnovations/laya-typed-decisions

Benchmarks

DecisionBenchECE 0.033: 0.423
JevBench coherence: 63.9
Typed Decision Leaderboard (answer verifiers): 0.514

Compare LAYA typed-decisions with…

LAYA typed-decisions vs amos-1-large—/1M in LAYA typed-decisions vs amos-1-medium—/1M in LAYA typed-decisions vs Celeris-1 Decision$0.04/1M in LAYA typed-decisions vs ScaleDown Classify-1$0.04/1M in LAYA typed-decisions vs Cloudflare clef—/1M in LAYA typed-decisions vs Cloudflare clef-flash—/1M in

FAQ

How much does LAYA typed-decisions cost?

LAYA typed-decisions has no hosted price listed; its weights are open, so the cost is the compute you run it on.

What questions can LAYA typed-decisions answer?

LAYA typed-decisions answers choice (one of n options), score (ordered rubric), yes / no questions, returning a probability for each allowed answer.

Is LAYA typed-decisions well calibrated?

No calibration measurement for LAYA typed-decisions is recorded yet.

Is LAYA typed-decisions open weight, and can it run on a CPU?

Yes, LAYA typed-decisions has open weights. It is small enough to run on a CPU.

Data as of 2026-10-14. Source: Metatext System One registry (metatext.io/system-one). Pricing is per 1M tokens (USD); confirm with the provider before production use.