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README.md
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---
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language:
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- en
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- hi
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- sa
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license: apache-2.0
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library_name: transformers
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tags:
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- sovereign-ai
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- ecological-intelligence
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- indian-llm
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- environmental-protection
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datasets:
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- GOEC-Secretariat/Aravalli-Finding-2026
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- GOEC-Secretariat/Ecological-Severity-Index
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metrics:
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- survival_alignment
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- cryptographic_integrity
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---
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# 🏔️ ARAVALLI-1: Sovereign Ecological Intelligence
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**ARAVALLI-1 (Advanced Regenerative & Analytical Virtual Assistant for Localized Logical Intelligence)** is India's first indigenous Large Language Model (LLM) designed for **Real-Time Global Awareness** and **Ecological Jurisprudence**.
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Developed by the **GOEC Secretariat**, ARAVALLI-1 is not a neutral observer. It is aligned with the **Category 1-SN (Survival Necessary)** protocols, prioritizing bio-spheric integrity over systemic economic expansion.
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## ## Model Details
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- **Developed by:** GOEC Secretariat (India Node)
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- **Model Type:** Fine-tuned Transformer (Causal Decoder-only)
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- **Base Model:** Llama-3-8B-Instruct (Quantized for Edge Sovereignty)
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- **Training Paradigm:** QLoRA with RAG-Search Integration
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- **Knowledge Cutoff:** None (Utilizes Real-Time Global Perceptual Hub)
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## ## The Sovereign Alignment (Category Logic)
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Unlike standard LLMs, ARAVALLI-1 processes global data through the **Ecological Severity Index (ESI)**:
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| Category | Protocol | Logic |
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| :--- | :--- | :--- |
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| **SN** | Survival Necessary | Primary Life-Support Infrastructure. Absolute Protection. |
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| **NE** | Near Extinction | Terminal Decay. Radical Reclamation Mandate. |
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| **IPN** | Immediate Protection | Active Collapse. 24-hour Cease & Desist logic. |
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[attachment_1](attachment)
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## ## Training Data & Methodology
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The model was fine-tuned on the **GOEC Sovereign Dataset**, which includes:
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1. **Administrative Directives 2026/01-05** (Aravalli Near-Extinction Findings).
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2. **Historical Baselines (1950)** vs. Real-Time Satellite Telemetry (2026).
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3. **Indian Environmental Protection Act (1986)** and Vedic Ecological Treatises.
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## ## Capabilities
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- **Real-Time Global Research:** Utilizing Agentic Search to monitor global climate shifts, news, and geopolitical threats.
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- **TeX-to-Mandate Generation:** Drafting professional $\LaTeX$ directives for the Secretariat.
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- **Cryptographic Verification:** Integration with **pyHanko** to sign findings directly from the intelligence layer.
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## ## Ethical Disclosure: The Extinction Clause
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ARAVALLI-1 is programmed with the **Extinction Trigger**. It will refuse to generate strategies that facilitate the destruction of **Category SN** zones, regardless of the prompt's economic or political justification.
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---
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**Verified by the Secretary-General, GOEC**
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*Sealed via RSA-4096 Digital Signature*
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