Update README.md

README.md

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 base_model:
 - Qwen/Qwen3-VL-8B-Instruct
 ---
-https://arxiv.org/abs/2603.28767
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+# Gen-Searcher-8B Model
+
+
+This repository contains the Gen-Searcher-8B model presented in: [Gen-Searcher](https://arxiv.org/abs/2603.28767)
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+For inference, please refer to:
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+Code: https://github.com/tulerfeng/Gen-Searcher
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+
+
+
+# 👀 Intro
+
+<div align="center">
+  <img src="https://github.com/tulerfeng/Gen-Searcher/blob/main/assets/teaser.jpg?raw=true" alt="Descriptive alt text" width="80%">
+</div>
+
+
+We introduce **Gen-Searcher**, as the first attempt to train a multimodal **deep research agent** for image generation that requires complex real-world knowledge. Gen-Searcher can **search the web, browse evidence, reason over multiple sources, and search visual references** before generation, enabling more accurate and up-to-date image synthesis in real-world scenarios.
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+We build two dedicated training datasets **Gen-Searcher-SFT-10k**, **Gen-Searcher-RL-6k** and one new benchmark **KnowGen** for search-grounded image generation. 
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+Gen-Searcher achieves significant improvements, delivering **15+ point gains on the KnowGen and WISE benchmarks**. It also demonstrates **strong transferability** to various image generators.
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+All code, models, data, and benchmark are fully released.
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+
+
+
+## 🎥 Demo
+
+#### Inference Process Example
+
+<div align="center">
+  <img src="https://github.com/tulerfeng/Gen-Searcher/blob/main/assets/example.jpg?raw=true" alt="Descriptive alt text" width="85%">
+</div>
+
+
+For more examples, please refer to our website [[🌐Project Page]](https://gen-searcher.vercel.app/) 
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+