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rippy-kev-4b

RisethagainDecision modelOpen weights

rippy-kev-4b by Risethagain 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
Risethagain
Parameters
4B
Released
Oct 2026
Open weights
Yes
Question types
Choice (one of N options), Score (ordered rubric), Yes / no
Mechanism
Decoder LM with a decision readout
Backbone
Qwen/Qwen3.5-4B-Base
Jev-compatible request
No
Runs on CPU
No
License
apache-2.0
Hugging Face
Risethagain/rippy-kev-4b

Compare rippy-kev-4b with…

rippy-kev-4b vs amos-1-large—/1M inrippy-kev-4b vs amos-1-medium—/1M inrippy-kev-4b vs Celeris-1 Decision$0.04/1M inrippy-kev-4b vs ScaleDown Classify-1$0.04/1M inrippy-kev-4b vs Cloudflare clef—/1M inrippy-kev-4b vs Cloudflare clef-flash—/1M in

FAQ

How much does rippy-kev-4b cost?

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

What questions can rippy-kev-4b answer?

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

Is rippy-kev-4b well calibrated?

No calibration measurement for rippy-kev-4b is recorded yet.

Is rippy-kev-4b open weight, and can it run on a CPU?

Yes, rippy-kev-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.