nli

ollaya-devDecision modelOpen weights

nli by ollaya-dev 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: ollaya-dev
Parameters: —
Released: Sep 2026
Open weights: Yes
Question types: Choice (one of N options), Score (ordered rubric), Yes / no
Mechanism: Encoder classifier
Backbone: MoritzLaurer/deberta-v3-large-zeroshot-v2.0
Jev-compatible request: Yes
Runs on CPU: —
License: mit
Hugging Face: ollaya-dev/nli

Compare nli with…

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

FAQ

How much does nli cost?

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

What questions can nli answer?

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

Is nli well calibrated?

No calibration measurement for nli is recorded yet.

Is nli open weight, and can it run on a CPU?

Yes, nli has open weights.

Data as of 2026-10-14. Source: Metatext decision-model catalogue, 2026-10-14 (Hugging Face). Pricing is per 1M tokens (USD); confirm with the provider before production use.