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manu-s1-4b

sankhya-aIDecision modelOpen weights

manu-s1-4b by sankhya-aI 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
sankhya-aI
Parameters
4B
Released
Sep 2026
Open weights
Yes
Question types
Choice (one of N options), Score (ordered rubric), Yes / no
Mechanism
Decoder LM with a decision readout
Backbone
AshishDwi99/tura-s1-4b
Jev-compatible request
Yes
Runs on CPU
No
License
apache-2.0
Hugging Face
sankhya-aI/manu-s1-4b

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FAQ

How much does manu-s1-4b cost?

manu-s1-4b has no hosted price listed; its weights are open, so the cost is the compute you run it on.

What questions can manu-s1-4b answer?

manu-s1-4b answers choice (one of n options), score (ordered rubric), yes / no questions, returning a probability for each allowed answer.

Is manu-s1-4b well calibrated?

No calibration measurement for manu-s1-4b is recorded yet.

Is manu-s1-4b open weight, and can it run on a CPU?

Yes, manu-s1-4b has open weights. It needs a GPU to run at useful speed.

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.