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rev-ct

hcltech-roboticsDecision modelOpen weights

rev-ct by hcltech-robotics 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
hcltech-robotics
Parameters
147M
Released
Oct 2026
Open weights
Yes
Question types
Choice (one of N options), Score (ordered rubric), Yes / no
Mechanism
Other
Backbone
microsoft/colipri
Jev-compatible request
No
Runs on CPU
Yes
License
apache-2.0
Hugging Face
hcltech-robotics/rev-ct

Self-reported by the publisher

The model's own claims, often on its own sets or a self-run copy of a public suite. Not independently verified and never ranked alongside measured results.

CT-RATE corrected validation (3,002 volumes)Self-reported
0.872
CT-RATE full validation (3,039 volumes)Self-reported
0.866
CT-RATE timing sample (64 distinct patients)Self-reported
2.9

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FAQ

How much does rev-ct cost?

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

What questions can rev-ct answer?

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

Is rev-ct well calibrated?

No calibration measurement for rev-ct is recorded yet.

Is rev-ct open weight, and can it run on a CPU?

Yes, rev-ct 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.