---
license: apache-2.0
base_model: Qwen/Qwen2.5-Coder-7B-Instruct
tags:
- reasoning
- coding
- agent
- qwen
- code
- local
- vectionlabs
- text-generation
- custom-code
language:
- en
pipeline_tag: text-generation
---

# VL-1-Coder

**VL-1-Coder** is a state-of-the-art, 7-billion parameter Reasoning Coding Agent developed by **VectionLabs**. 

Built on top of the powerful Qwen2.5-Coder-7B architecture, VL-1 has been heavily fine-tuned to fundamentally change how AI writes code: **Dense Reasoning + Zero Filler**.

## The VectionLabs Methodology

Most LLMs waste 60% of their output on polite filler text ("Sure! I'd be happy to help you with that..."). VL-1-Coder is trained to eliminate the noise:
1. **THINK:** It reasons deeply inside `<thought>...</thought>` blocks. The reasoning is *dense* and compressed.
2. **PLAN:** It maps out the architecture in bullet points.
3. **CODE:** It outputs complete, production-ready code immediately. Zero boilerplate, zero chatting.

## Core Specialties
- **Elite Frontend:** High-end, stunning UIs using GSAP, Framer Motion, Three.js, and WebGL.
- **Scalable Backend:** Secure, microservice-ready architectures.
- **Advanced Mathematics:** Rigorous step-by-step algorithmic solutions.
- **Agentic Execution:** Ability to decompose highly complex tasks into executable steps.
