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| | license: apache-2.0 |
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| | # 💡 DeepGen 1.0: A Lightweight Unified Multimodal Model for Advancing Image Generation and Editing |
| | <p align="left"> |
| | <a href="http://arxiv.org/abs/2602.12205"> |
| | <img |
| | src="https://img.shields.io/badge/DeepGen 1.0-Paper-red?logo=arxiv&logoColor=red" style="display: inline-block; vertical-align: middle;" |
| | alt="DeepGen 1.0 Paper on arXiv" |
| | /> |
| | </a> |
| | <a href="https://github.com/deepgenteam/deepgen" target="_blank" style="margin: 2px;"> |
| | <img |
| | alt="Github" src="https://img.shields.io/badge/DeepGen 1.0-Codebase-536af5?color=536af5&logo=github" style="display: inline-block; vertical-align: middle;" |
| | alt="DeepGen 1.0 Codebase" |
| | /> |
| | </a> |
| | <a href="https://deepgenteam.github.io/" target="_blank" style="margin: 2px;"> |
| | <img |
| | alt="Github" src="https://img.shields.io/badge/Website-project page-orange" style="display: inline-block; vertical-align: middle;" |
| | alt="DeepGen 1.0 page" |
| | /> |
| | </a> |
| | </p> |
| | DeepGen 1.0 is a lightweight unified multimodal model with only 5B parameters (3B VLM + 2B DiT). It integrates five core capabilities—general image generation, general image editing, reasoning image generation, reasoning image editing, and text rendering—within a single model. Across multiple authoritative benchmarks, DeepGen 1.0 is competitive with competitive with or surpassing the state-of-the-art unified multimodal models that are 3× to 16× larger, achieving comprehensive performance, demonstrating that massive scaling is not the sole path to high-performance multimodal generation. |
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| | We conduct the comprehensive training data, It combines real-world, synthetic, and carefully curated open-source datasets, covering a broad spectrum of tasks including general generation and editing, reasoning-based generation and editing, text rendering, and application-oriented scenarios. |
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| | We will proceed with the full release after the Chinese New Year 2026. Uploading!! |
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| | <p align="left"><img src="data_overview.png" width="80%"></p> |
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