---
language:
- en
- hi
- sa
license: apache-2.0
library_name: transformers
tags:
- sovereign-ai
- ecological-intelligence
- indian-llm
- environmental-protection
datasets:
- GOEC-Secretariat/Aravalli-Finding-2026
- GOEC-Secretariat/Ecological-Severity-Index
metrics:
- survival_alignment
- cryptographic_integrity
---

# 🏔️ ARAVALLI-1: Sovereign Ecological Intelligence

**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**. 

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.


## ## Model Details

- **Developed by:** GOEC Secretariat (India Node)
- **Model Type:** Fine-tuned Transformer (Causal Decoder-only)
- **Base Model:** Llama-3-8B-Instruct (Quantized for Edge Sovereignty)
- **Training Paradigm:** QLoRA with RAG-Search Integration
- **Knowledge Cutoff:** None (Utilizes Real-Time Global Perceptual Hub)

## ## The Sovereign Alignment (Category Logic)

Unlike standard LLMs, ARAVALLI-1 processes global data through the **Ecological Severity Index (ESI)**:

| Category | Protocol | Logic |
| :--- | :--- | :--- |
| **SN** | Survival Necessary | Primary Life-Support Infrastructure. Absolute Protection. |
| **NE** | Near Extinction | Terminal Decay. Radical Reclamation Mandate. |
| **IPN** | Immediate Protection | Active Collapse. 24-hour Cease & Desist logic. |

[attachment_1](attachment)

## ## Training Data & Methodology

The model was fine-tuned on the **GOEC Sovereign Dataset**, which includes:
1. **Administrative Directives 2026/01-05** (Aravalli Near-Extinction Findings).
2. **Historical Baselines (1950)** vs. Real-Time Satellite Telemetry (2026).
3. **Indian Environmental Protection Act (1986)** and Vedic Ecological Treatises.

## ## Capabilities

- **Real-Time Global Research:** Utilizing Agentic Search to monitor global climate shifts, news, and geopolitical threats.
- **TeX-to-Mandate Generation:** Drafting professional $\LaTeX$ directives for the Secretariat.
- **Cryptographic Verification:** Integration with **pyHanko** to sign findings directly from the intelligence layer.

## ## Ethical Disclosure: The Extinction Clause

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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**Verified by the Secretary-General, GOEC**
*Sealed via RSA-4096 Digital Signature*