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![NAVI Cover](assets/cover.jpg)
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NAVI (Verification Intelligence) is a hallucination detection safety model designed primarily for policy alignment verification. It reviews various types of text against documents and policies to identify non-compliant or violating content. Optimized for enterprise applications requiring compliance verification for automated text generation, NAVI supports lengthy and complex documents. To push policy verification in the open-source community, we release NAVI-small-preview, an open-weights version of the model we have deployed on the platform. NAVI-small-preview is centered around verifying specifically assistant outputs against policy documents. The full solution is accessible via the
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The chart below illustrates NAVI's strong performance on Policy Alignment Verification test set, with the full model achieving an F1 score of 90.4%, outperforming all competitors. NAVI-small-preview also demonstrates impressive results, providing an open-source option with significant improvements over baseline models while maintaining reliable policy alignment verification.
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![NAVI Cover](assets/cover.jpg)
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NAVI (Verification Intelligence) is a hallucination detection safety model designed primarily for policy alignment verification. It reviews various types of text against documents and policies to identify non-compliant or violating content. Optimized for enterprise applications requiring compliance verification for automated text generation, NAVI supports lengthy and complex documents. To push policy verification in the open-source community, we release NAVI-small-preview, an open-weights version of the model we have deployed on the platform. NAVI-small-preview is centered around verifying specifically assistant outputs against policy documents. The full solution is accessible via the links below.
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β¨ **Exciting News!** β¨ We are temporarily offering **free API and platform access** to empower developers and researchers to explore NAVI's capabilities! π
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---
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## π **Cross-Links for NAVI's Ecosystem** π
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1. **π Platform Access:** [NAVI Platform](https://naviml.com) β Dive into NAVI's full capabilities and explore how it ensures policy alignment and compliance.
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2. **π API Documentation:** [API Docs](https://naviml.mintlify.app/introduction) β Your starting point for integrating NAVI into your applications.
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3. **π Introductory Blogpost:** [Policy-Driven Safeguards Comparison](https://naviml.com/articles/policy-driven-safeguards-comparison) β A deep dive into the challenges and solutions NAVI addresses.
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4. **π Public Dataset:** [Policy Alignment Verification Dataset](https://huggingface.co/datasets/nace-ai/policy-alignment-verification-dataset) β Test and benchmark your models with NAVI's open-source dataset.
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## Performance Overview
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The chart below illustrates NAVI's strong performance on Policy Alignment Verification test set, with the full model achieving an F1 score of 90.4%, outperforming all competitors. NAVI-small-preview also demonstrates impressive results, providing an open-source option with significant improvements over baseline models while maintaining reliable policy alignment verification.
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