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README.md

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-title: README
+title: 'viggoVet '
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+short_description: Advancing veterinary medicine AI, secure and specialized
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-<h1>viggoVet Veterinary AI</h1>
-<h2>Transform veterinary AI future</h2>
-<p>Build Veterinary AI into veterinary business process with the secure enterprise Vet PMS platform. <br> in addition to multiple freemium tools for vet professionals</p>
 
+<div align="center">
+  <img src="https://viggo.vet/wp-content/uploads/2025/07/fav-vet.jpg" alt="viggoVet Logo" width="200"/>
+  <h1>viggoVet: Enterprise Veterinary AI</h1>
+  <p>Advancing veterinary medicine, secure and specialized</p>
+</div>
+
+---
+
+## 🩺 Our Mission
+
+At viggoVet, we are committed to transforming animal health by integrating state-of-the-art, reliable, and auditable AI directly into the veterinary workflow. We build production-ready models designed for veterinary professionals, focusing on clinical safety, computational efficiency, and enterprise-grade governance.
+
+Our models are built on two core pillars:
+1.  **ISO/IEC 42001:2023 Certification**: Our flagship and specialized models are built within an Artificial Intelligence Management System (AIMS) framework, ensuring accountability, transparency, and reliability for enterprise deployment.
+2.  **Advanced Hybrid Architecture**: We leverage cutting-edge designs, including Sparse Mixture of Experts (SMoE) and hybrid architectures, to deliver state-of-the-art reasoning (equivalent to 300B+ models) at a fraction of the computational cost.
+
+---
+
+##  flagship-model Our Flagship Model
+
+### ⚕️ [viggoVet-Clinical-h-32B](https://huggingface.co/viggovet/viggoVet-Clinical-h-32B)
+Our most powerful model, designed for complex, real-world clinical decision support.
+- **Total Parameters**: 32 Billion (Sparse)
+- **Active Parameters**: 9 Billion (Efficient)
+- **Architecture**: Sparse Hybrid (SMoE)
+- **Use Case**: Unmatched reasoning for complex cases, co-morbidities, and advanced diagnostics. Delivers 400B-class performance with 9B efficiency.
+
+---
+
+## Featured Model Collections
+
+We offer a comprehensive suite of models tailored for every veterinary need, from general practice to advanced specialization.
+
+### 🏥 General & Foundational Models
+The core of your clinical AI toolkit. Designed for broad, daily use in general practice, research, and academia.
+
+| Model | Parameters | Description |
+| :--- | :--- | :--- |
+| **[viggoVet-Clinical-h-32B](https://huggingface.co/viggovet/viggoVet-Clinical-h-32B)** | 32B (9B Active) | **Flagship Model.** Expert-level reasoning for complex clinical cases. |
+| **[viggoVet-Core-7B](https://huggingface.co/viggovet/viggoVet-Core-7B)** | 7B | **Foundational Model.** A highly efficient, general-purpose veterinary model. |
+| **[viggoVet-Reasoning-20B](https://huggingface.co/viggovet/viggoVet-Reasoning-20B)** | 20B | Specialized for advanced, multi-step diagnostic reasoning. |
+| **[viggoVet-Standard-32B](https://huggingface.co/viggovet/viggoVet-Standard-32B)** | 32B (Dense) | A powerful, all-purpose model for robust clinical support. |
+
+---
+
+### 🔬 Specialized Clinical Models (7B Hybrid Series)
+A growing suite of 7-billion parameter models, each deeply fine-tuned on a specific veterinary discipline. These models provide specialist-level insights with high computational efficiency.
+
+- **Cardiology**: [viggoVet/CardioVet-h](https://huggingface.co/viggovet/CardioVet-h)
+- **Dermatology**: [viggoVet/DermVet-h](https://huggingface.co/viggovet/DermVet-h)
+- **Endocrinology**: [viggoVet/EndoVet-h](https://huggingface.co/viggovet/EndoVet-h)
+- **Internal Medicine**: [viggoVet/IMVet-h](https://huggingface.co/viggovet/IMVet-h)
+- **Lab Diagnostics**: [viggoVet/LabVet-h](https://huggingface.co/viggovet/LabVet-h)
+- **Musculoskeletal**: [viggoVet/MSKVet-h](https://huggingface.co/viggovet/MSKVet-h)
+- **Nephrology**: [viggoVet/NephroVet-h](https://huggingface.co/viggovet/NephroVet-h)
+- **Neurology**: [viggoVet/NeuroVet-h](https://huggingface.co/viggovet/NeuroVet-h)
+- **Oncology**: [viggoVet/OncoVet-h](https://huggingface.co/viggovet/OncoVet-h)
+- **Ophthalmology**: [viggoVet/OphthoVet-h](https://huggingface.co/viggovet/OphthoVet-h)
+- **Radiology**: [viggoVet/RadioVet-h](https://huggingface.co/viggovet/RadioVet-h)
+
+---
+
+## 🚀 Access & Licensing
+
+### Gated Access
+All viggoVet models are gated to ensure responsible use. Access is granted to veterinary professionals, researchers, and enterprise partners.
+
+To request access:
+1.  Choose a model from our collection.
+2.  Agree to the terms and submit the access request form on the model page.
+3.  **You must fill out the request form at [viggo.vet/veterinary-ai/](https://viggo.vet/veterinary-ai/) for your request to be approved.**
+
+### 💼 Enterprise & Commercial Use
+Our models are released under `CC BY-NC-SA 4.0` for non-commercial research and evaluation.
+
+For commercial licensing, enterprise deployment, private cloud/on-premise solutions, or fine-tuning partnerships, please contact us.
+
+- **Website**: [viggo.vet](https://viggo.vet)
+- **Contact & Licensing**: [viggo.vet/veterinary-ai/](https://viggo.vet/veterinary-ai/)
+- **LinkedIn**: [linkedin.com/company/viggovet](https://linkedin.com/company/viggovet)
+- **X (Twitter)**: [@viggovet](https://twitter.com/viggovet)