---
license: apache-2.0
base_model: Qwen/Qwen3.5-0.8B-Instruct
tags:
- vikasit-ai
- chandorkar-technologies
- qwen-3.5
- gguf
- logic-hybrid
- indian-ai
- on-device
model_creator: Chandorkar Technologies
model_type: hybrid-gated-deltanet
pipeline_tag: text-generation
language:
- en
---

# 🇮🇳 Vikasit AI Writer 0.8B (IQ4_XS)

**Vikasit AI Writer 0.8B** 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