Predicate — Criterion-Conditional Classifier Copyright 2026 NopeNet LLC This product is licensed under the Apache License, Version 2.0 (see LICENSE in this repository). The public OSS distribution ships as the Docker image `ghcr.io/nope-net/predicate-oss:` and as standalone adapter + head weights on the Hugging Face Hub. Both are governed solely by the Apache License, Version 2.0 (above); the image ships without a license-key gate. For commercial / on-prem inquiries: sales@nope.net. ------------------------------------------------------------------------------- Third-party components ------------------------------------------------------------------------------- This product includes the IBM Granite 4.0 Micro model weights (ibm-granite/granite-4.0-micro, Apache License 2.0, Copyright IBM Corporation), pulled at runtime and adapted by NopeNet-trained LoRA adapters. The LoRA adapter, the MLP classification head, and the isotonic calibration shipped in this Work are licensed under the Apache License, Version 2.0, as part of this Work. ------------------------------------------------------------------------------- About Predicate's role ------------------------------------------------------------------------------- Predicate is a criterion-conditional content classifier. Given a natural-language criterion and a piece of content, it returns a calibrated [0, 1] score for how the content relates to that criterion. It is not a predictive, diagnostic, or therapeutic system, and is not a substitute for human judgment. Scores are signals for routing, ranking, and human review; the operator sets thresholds and response policies appropriate to their application.