Transformers
English
Hindi
Sanskrit
sovereign-ai
ecological-intelligence
indian-llm
environmental-protection
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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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+
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+ # 🏔️ ARAVALLI-1: Sovereign Ecological Intelligence
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+
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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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+
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+
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+ ## ## Model Details
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+
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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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+
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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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+
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+ [attachment_1](attachment)
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+
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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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+
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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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+
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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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+ ---
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+ **Verified by the Secretary-General, GOEC**
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+ *Sealed via RSA-4096 Digital Signature*