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Vikasit-AI-0.5B-Writer
vikasit-ai/Vikasit-AI-0.5B-Writer
Vikasit-AI-0.5B-Writer is a text generation model from vikasit-ai. Use it when you need the model to write or continue text. The card lists the license as apache-2.0.
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, feat…
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At a glance
- Task
- Text Generation
- License
- apache-2.0
- Access
- Public
- Created
- Apr 6, 2026
- Updated
- Apr 30, 2026
- SHA
- b518467b
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Base models
Model card
From the Hugging Face model README
🇮🇳 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_XSfor 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:
ollama run vikasit-ai/writer:0.8b
- Task
- Text Generation
- License
- apache-2.0
- Languages
- en
- Created
- Apr 6, 2026
- Updated
- Apr 30, 2026