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| --- |
| tags: |
| - vedic-ai |
| - sovereign-kernel |
| - self-healing-ai |
| - llm-optimization |
| - mobile-ai |
| - redmi-14c |
| - vedic-mathematics |
| - cpp |
| - tinyllama |
| library_name: huggingface_hub |
| license: mit |
| --- |
| # Vedic AI Framework Models |
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| This Hugging Face repository hosts the key assets generated and used within the **Vedic AI Sovereign Kernel** project. This includes the optimized Language Model, C++ source code for Vedic arithmetic, compiled executables, and diagnostic logs, specifically configured for resource-constrained mobile devices like the Redmi 14C. |
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| ## Repository Contents: |
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| * **`tinyllama-1.1b-chat-v1.0.Q2_K.gguf`**: The TinyLlama 1.1B Chat model, quantized for efficient inference on mobile CPUs (like the Redmi 14C), serving as the Small Language Model (SLM) for self-correction loops and core AI logic. |
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| * **`vedic_multiplier.cpp`**: The C++ source code for the `vedic_multiply` function, implementing the Urdhva-Tiryagbhyam (Vedic Multiplication) algorithm. This is a core component for demonstrating efficient mathematical operations inspired by Vedic Sutra 1. |
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| * **`vedic_multiplier`**: The compiled executable of the `vedic_multiplier.cpp` program. This binary is used for testing and verifying the Vedic multiplication logic on target hardware. |
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| * **`llama_runtime.log`**: Simulated runtime logs from the `llama.cpp` framework, used for demonstrating the 'Sutra 14 Diagnosis Engine' and 'Sutra 19 Surgical Patching' within the self-healing loop. These logs contain examples of 'Kapha imbalance' (memory issues) and 'Pitta imbalance' (arithmetic overflows). |
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| ## Project Overview: |
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| The overarching **Vedic AI Sovereign Kernel** project aims to integrate ancient Indian knowledge systems (Vedic Sutras) with modern AI architecture to build self-healing, epistemically grounded, and resource-optimized AI. This Hugging Face repository provides the deployable and foundational assets for that vision. |
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| ## Links: |
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| * **GitHub Repository**: [https://github.com/divineearthly/Vedic-AI-Sovereign-Kernel](https://github.com/divineearthly/Vedic-AI-Sovereign-Kernel) |
| * **Hugging Face Model Hub**: [https://huggingface.co/divinesouljoy/Vedic-AI-Sovereign-Kernel](https://huggingface.co/divinesouljoy/Vedic-AI-Sovereign-Kernel) |
| * **Full Project Documentation**: (Link to Google Colab Notebook, once public and stable, or comprehensive project website) |
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| --- |
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| *Developed as part of the Divine Earthly initiative for sovereign, intelligent systems.* |