Drenel
/

plek-1

@@ -15,6 +15,8 @@ pipeline_tag: zero-shot-classification
 # Plek-1 Decision Model
 **Plek-1** is a System One Decision Model designed for high-speed, non-autoregressive decision classification inspired by the **Jev methodology**.
 Unlike standard autoregressive generative models that produce text token-by-token, **Plek-1** runs non-autoregressively: it evaluates candidate choices in parallel via single-pass sequence log-likelihood scoring and outputs calibrated probability distributions and structured decision JSONs without risk of text hallucinations.

 # Plek-1 Decision Model
+[![Interactive Space Demo](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Interactive%20Demo-blue)](https://huggingface.co/spaces/Drenel/plek-1-demo)
 **Plek-1** is a System One Decision Model designed for high-speed, non-autoregressive decision classification inspired by the **Jev methodology**.
 Unlike standard autoregressive generative models that produce text token-by-token, **Plek-1** runs non-autoregressively: it evaluates candidate choices in parallel via single-pass sequence log-likelihood scoring and outputs calibrated probability distributions and structured decision JSONs without risk of text hallucinations.