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policylm-1.7b

musubilabsDecision modelOpen weights

policylm-1.7b by musubilabs 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
musubilabs
Parameters
2B
Released
Oct 2026
Open weights
Yes
Question types
Choice (one of N options), Score (ordered rubric), Yes / no
Mechanism
Encoder classifier
Backbone
BidirLM/BidirLM-1.7B-Embedding
Jev-compatible request
No
Runs on CPU
No
License
apache-2.0
Hugging Face
musubilabs/policylm-1.7b

Compare policylm-1.7b with…

policylm-1.7b vs amos-1-large—/1M inpolicylm-1.7b vs amos-1-medium—/1M inpolicylm-1.7b vs Celeris-1 Decision$0.04/1M inpolicylm-1.7b vs ScaleDown Classify-1$0.04/1M inpolicylm-1.7b vs Cloudflare clef—/1M inpolicylm-1.7b vs Cloudflare clef-flash—/1M in

FAQ

How much does policylm-1.7b cost?

policylm-1.7b has no hosted price listed; its weights are open, so the cost is the compute you run it on.

What questions can policylm-1.7b answer?

policylm-1.7b answers choice (one of n options), score (ordered rubric), yes / no questions, returning a probability for each allowed answer.

Is policylm-1.7b well calibrated?

No calibration measurement for policylm-1.7b is recorded yet.

Is policylm-1.7b open weight, and can it run on a CPU?

Yes, policylm-1.7b 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.