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:
