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system-one-zeroshot

shreyanbrDecision modelOpen weights

system-one-zeroshot by shreyanbr 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
shreyanbr
Parameters
71M
Released
Sep 2026
Open weights
Yes
Question types
—
Mechanism
Encoder classifier
Backbone
MoritzLaurer/deberta-v3-xsmall-zeroshot-v1.1-all-33
Jev-compatible request
No
Runs on CPU
Yes
License
apache-2.0
Hugging Face
shreyanbr/system-one-zeroshot

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FAQ

How much does system-one-zeroshot cost?

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

What questions can system-one-zeroshot answer?

system-one-zeroshot answers typed questions about a piece of text, returning a probability for each allowed answer.

Is system-one-zeroshot well calibrated?

No calibration measurement for system-one-zeroshot is recorded yet.

Is system-one-zeroshot open weight, and can it run on a CPU?

Yes, system-one-zeroshot has open weights. It is small enough to run on a CPU.

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.