Hunyuan Image Generator:
(Hunyuan Image 3.0)
Hunyuan Image 3.0 transforms your ideas into stunning, photorealistic images with unprecedented prompt adherence and intelligent reasoning. Powered by 80B parameters and 64 experts MoE architecture, it delivers exceptional semantic accuracy and visual excellence. Experience the future of AI image generation with native multimodal understanding.
What is Hunyuan Image 3.0?
Hunyuan Image 3.0 is Tencent's revolutionary AI image generation model launched on September 28, 2025. Moving beyond prevalent DiT-based architectures, it employs a unified autoregressive framework that enables integrated multimodal understanding and generation. As the largest open-source image generation MoE model with 80B parameters and 64 experts (13B activated per token), it achieves performance comparable to or surpassing leading closed-source models through advanced dataset curation and reinforcement learning post-training.
Unified autoregressive framework for native multimodal modeling
Largest open-source MoE: 80B parameters, 64 experts, 13B activated
Superior prompt adherence with exceptional semantic accuracy
Photorealistic quality with stunning aesthetic details
Intelligent world-knowledge reasoning capabilities
Automatic prompt elaboration from sparse descriptions
Optimal balance between accuracy and visual excellence
Enhanced Chinese language and cultural understanding
Key Features of Hunyuan Image 3.0
Hunyuan Image 3.0 combines cutting-edge MoE architecture with intelligent reasoning for professional image creation.
Unified Multimodal Architecture
Revolutionary autoregressive framework that enables direct and integrated modeling of text and image modalities, delivering contextually rich image generation.
Largest Open-Source MoE Model
80B total parameters with 64 experts and 13B activated per token, significantly enhancing capacity and performance beyond traditional models.
Superior Prompt Adherence
Exceptional understanding of complex prompts with precise semantic interpretation, ensuring generated images match your creative vision accurately.
Photorealistic Quality
Stunning visual excellence with fine-grained details, natural lighting, accurate textures, and professional-grade aesthetic quality.
Intelligent Reasoning
Leverages extensive world knowledge to intelligently interpret user intent and automatically elaborate sparse prompts with contextually appropriate details.
Chinese Language Mastery
Native support for Chinese with deep understanding of linguistic nuances, cultural contexts, idioms, and traditional artistic styles.
High-Resolution Output
Generate professional-quality images suitable for commercial use, marketing materials, and high-end creative projects.
Advanced Post-Training
Rigorous dataset curation and reinforcement learning optimization for optimal balance between semantic accuracy and visual excellence.
How to Write Effective Hunyuan Image Prompts
Master the art of prompt writing to leverage Hunyuan Image 3.0's intelligent reasoning and create stunning AI-generated images.
Essential Prompt Elements
Subject & Main Focus
Clearly describe the main subject—person, object, animal, or scene. Be specific about key characteristics and attributes.
Visual Details & Attributes
Include colors, textures, materials, patterns, and specific visual characteristics to enhance realism.
Lighting & Atmosphere
Specify lighting conditions, time of day, weather, and atmospheric effects for mood and ambiance.
Artistic Style
Define the artistic style, aesthetic approach, and visual treatment you want for the image.
Composition & Perspective
Describe camera angle, framing, composition rules, and spatial relationships in the scene.
Cultural & Contextual Elements
Leverage Hunyuan Image's Chinese understanding with cultural references, traditional elements, or specific contexts.
Pro Tips for Better Results
Be Detailed and Specific
Instead of 'a flower,' try 'a blooming red peony with morning dew drops on silky petals, surrounded by green leaves, macro photography style'
Leverage Intelligent Reasoning
Hunyuan Image 3.0 can elaborate sparse prompts. You can use brief descriptions and let the model intelligently fill contextual details
Use Chinese for Cultural Context
For Chinese cultural elements, consider using Chinese prompts or mixing languages to leverage the model's native understanding
Combine Multiple Descriptors
Layer different aspects like style, mood, lighting, and details to create rich, comprehensive prompts for complex images
Good vs. Better Prompts
"A dragon"
"A majestic Chinese dragon with golden scales and pearl-white whiskers, coiling through misty clouds during sunset, traditional ink painting style with vibrant colors, dynamic composition showing movement and power, photorealistic details with mythological atmosphere"
"A city street"
"A bustling cyberpunk street in future Shanghai at night, neon signs with Chinese characters reflecting on wet pavement, holographic advertisements floating in air, crowds of people with umbrellas, dramatic lighting with purple and blue tones, cinematic wide-angle composition, highly detailed"
ประวัติเวอร์ชัน Hunyuan Image
ติดตามวิวัฒนาการของโมเดล Hunyuan Image ของ Tencent โดยแต่ละรุ่นนำมาซึ่งความก้าวหน้าครั้งสำคัญในการสร้างภาพด้วย AI
ความก้าวหน้าครั้งสำคัญในการสร้างภาพ AI ที่ก้าวข้ามสถาปัตยกรรมที่ใช้ DiT ไปสู่กรอบงาน autoregressive ที่เป็นหนึ่งเดียว Hunyuan Image 3.0 เป็นโมเดล MoE สร้างภาพโอเพนซอร์สที่ใหญ่ที่สุดจนถึงปัจจุบัน ซึ่งแสดงให้เห็นถึงการยึดมั่นในคำแนะนำที่ยอดเยี่ยม คุณภาพที่สมจริง และความสามารถในการให้เหตุผลอย่างชาญฉลาดที่ใช้ประโยชน์จากความรู้เกี่ยวกับโลกเพื่อตีความความตั้งใจของผู้ใช้
Key Improvements:
- •กรอบงาน autoregressive ที่เป็นหนึ่งเดียวปฏิวัติวงการเพื่อความเข้าใจและการสร้างแบบจำลองหลายรูปแบบ
- •โมเดล MoE สร้างภาพโอเพนซอร์สที่ใหญ่ที่สุดที่มีพารามิเตอร์ 80B และผู้เชี่ยวชาญ 64 คน
- •เปิดใช้งานพารามิเตอร์ 13B ต่อโทเค็นเพื่อประสิทธิภาพที่เพิ่มขึ้น
- •การยึดมั่นในคำแนะนำที่ดีกว่าด้วยความแม่นยำเชิงความหมายที่ยอดเยี่ยม
- •ภาพถ่ายที่สมจริงอย่างน่าทึ่งด้วยคุณภาพสุนทรียศาสตร์ที่น่าทึ่งและรายละเอียดที่ละเอียด
- •ความสามารถในการให้เหตุผลเกี่ยวกับความรู้เกี่ยวกับโลกอย่างชาญฉลาด
- •การขยายคำแนะนำอัตโนมัติจากคำอธิบายที่กระจัดกระจาย
- •การดูแลจัดการชุดข้อมูลขั้นสูงและการเรียนรู้เสริมหลังการฝึกอบรม
- •ความสมดุลที่เหมาะสมระหว่างความแม่นยำเชิงความหมายและความเป็นเลิศด้านภาพ
- •สถาปัตยกรรมหลายรูปแบบแบบเนทีฟที่เปิดใช้งานการสร้างแบบจำลองข้อความและรูปภาพแบบบูรณาการ
- •ปรับปรุงความเข้าใจภาษาจีนและการจดจำบริบททางวัฒนธรรม
- •เอาต์พุตความละเอียดสูงเหมาะสำหรับการใช้งานระดับมืออาชีพและเชิงพาณิชย์
Performance:
พารามิเตอร์ทั้งหมด 80B, เปิดใช้งาน 13B ต่อโทเค็น, สถาปัตยกรรม MoE ผู้เชี่ยวชาญ 64 คน, คุณภาพสมจริงด้วยการยึดมั่นในคำแนะนำที่เหนือกว่า
Hunyuan Image 3.0 Performance Metrics
Hunyuan Image 3.0 performance benchmarks demonstrate industry-leading capabilities comparable to top closed-source models.
| Metric | Score/Value | Description |
|---|---|---|
| Visual Quality | 9.8/10 | Photorealistic output with exceptional aesthetic quality |
| Prompt Accuracy | 9.7/10 | Superior semantic understanding and adherence |
| Detail Rendering | 9.8/10 | Fine-grained details with stunning clarity |
| Model Architecture | MoE 80B | 64 experts, 13B activated parameters |
| Reasoning Capability | 9.6/10 | Intelligent world-knowledge understanding |
| Chinese Understanding | 9.9/10 | Native language and cultural context mastery |
Metrics based on Hunyuan Image 3.0 model testing released on September 28, 2025. This is the largest open-source image generation MoE model to date. Generation time varies based on image complexity and resolution.
Hunyuan Image 3.0 Use Cases
Discover how professionals across industries leverage Hunyuan Image 3.0 for innovative visual content creation.
Digital Art & Illustration
Create stunning digital artwork, character designs, concept art, and illustrations with photorealistic quality and diverse artistic styles.
Marketing & Advertising
Generate compelling product images, advertising visuals, social media content, and promotional materials quickly and cost-effectively.
Content Creation
Produce engaging visual content for blogs, articles, social media posts, and multimedia presentations with professional quality.
Game Development
Generate character concepts, environment art, item designs, UI elements, and promotional artwork for video games.
E-commerce & Product Design
Create product visualization, mockups, lifestyle images, and design variations for online stores and catalogs.
Film & Animation
Generate storyboards, concept art, character designs, environment sketches, and pre-visualization for film and animation projects.
Publishing & Editorial
Create book covers, magazine illustrations, editorial imagery, and visual storytelling content for publications.
Architecture & Interior Design
Visualize architectural concepts, interior designs, space planning, and design variations with realistic rendering.
Fashion & Lifestyle
Generate fashion designs, lifestyle imagery, style concepts, and trend visualization for fashion and lifestyle brands.
How to Use Hunyuan Image 3.0
Start creating stunning AI-generated images with the world's largest open-source image generation MoE model.
Write Your Prompt
Describe the image you want in natural language with details
Choose Parameters
Select resolution, aspect ratio, and style preferences
Generate Image
Let Hunyuan Image 3.0 create your photorealistic image
Download & Use
Save your creation and use it for your projects
Tips for Best Results
- •Be specific with visual details like colors, lighting, textures, and composition for more accurate results
- •Leverage Hunyuan Image's intelligent reasoning by providing context and letting it elaborate details
- •Experiment with different artistic styles: photorealistic, traditional Chinese art, modern digital, or mixed styles
- •Use Chinese language for cultural elements to leverage the model's native understanding and context recognition
- •Iterate and refine—try variations of your prompt to explore different creative possibilities
Hunyuan Image 3.0 uses intelligent world-knowledge reasoning to automatically elaborate sparse prompts, making it easier to create complex, detailed images from simple descriptions.
Frequently Asked Questions
Everything you need to know about Hunyuan Image 3.0, from capabilities to technical specifications.
What makes Hunyuan Image 3.0 different from other AI image generators?
Hunyuan Image 3.0 stands out with its unified autoregressive framework (moving beyond DiT architectures), making it the largest open-source image generation MoE model with 80B parameters and 64 experts. It features exceptional prompt adherence, intelligent world-knowledge reasoning, and native Chinese language understanding, achieving performance comparable to or surpassing leading closed-source models.
What is the MoE architecture and why does it matter?
MoE (Mixture of Experts) is an advanced architecture where the model has 80B total parameters with 64 specialized experts, but only 13B parameters are activated per token. This design significantly enhances the model's capacity and performance while maintaining efficiency, allowing for superior image quality and better prompt understanding compared to traditional models.
How does the intelligent reasoning feature work?
Hunyuan Image 3.0 leverages extensive world knowledge to interpret user intent and automatically elaborate sparse prompts with contextually appropriate details. This means you can provide brief descriptions, and the model will intelligently add relevant details based on its understanding of the subject, context, and cultural elements.
Is Hunyuan Image 3.0 optimized for Chinese language?
Yes, Hunyuan Image 3.0 has native Chinese language support with deep understanding of linguistic nuances, cultural contexts, idioms, traditional artistic styles, and Chinese cultural elements. This makes it exceptionally effective for Chinese creators and projects requiring cultural authenticity.
What image quality and resolution can I expect?
Hunyuan Image 3.0 generates photorealistic images with exceptional aesthetic quality, fine-grained details, accurate lighting, and natural textures. The output is high-resolution and suitable for professional and commercial use, including marketing materials, publications, and creative projects.
Can I use Hunyuan Image 3.0 for commercial projects?
Hunyuan Image 3.0 is released under the Tencent Hunyuan Community License. Please review the license terms on the official repository for specific commercial use guidelines and restrictions.
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