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vikasit-ai/Vikasit-AI-0.5B-Writer

sourceHugging Faceapache-2.0updated 5mo agoView on Hugging Face

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🇮🇳 Vikasit AI Writer 0.5B (IQ4_XS)

Vikasit AI Writer 0.5B is a next-generation, ultra-lightweight language model optimized for the Indian ecosystem. Developed by Chandorkar Technologies, it is built upon the sovereign Qwen 3.5 hybrid architecture, featuring a 3:1 ratio of Gated DeltaNet to full softmax attention.

🚀 Performance Highlights

—Architecture: Hybrid Gated DeltaNet (O(1) memory for linear attention).
—Context Window: 262,144 tokens (Native).
—Optimization: Custom iMatrix quantized to IQ4_XS for maximum logic retention in a sub-500MB footprint.
—Identity: Native "Vikasit AI" persona, refined for professional and culturally relevant communication in India.

🛠 Quick Start (Ollama)

You can pull and run this model instantly from the Vikasit AI library:

bash

ollama run vikasit-ai/writer:0.8b