HunyuanImage 3.0
HunyuanImage 3.0 is Tencent's groundbreaking open-source text-to-image AI model featuring 80 billion total parameters with powerful world knowledge reasoning capabilities, precise text rendering, and unified multimodal understanding within an autoregressive framework.
https://hunyuan.tencent.com/image/en?tabIndex=0&ref=producthunt
Product Information
Updated:Jan 30, 2026
What is HunyuanImage 3.0
Released by Tencent in September 2025, HunyuanImage 3.0 represents a significant milestone as the world's largest open-source text-to-image generation model. It employs a Mixture-of-Experts (MoE) architecture with 80 billion total parameters, of which 13 billion are activated during inference. The model is freely available for both personal and commercial use under the Tencent Hunyuan Community License, though usage restrictions apply for services exceeding 100 million monthly active users.
Key Features of HunyuanImage 3.0
HunyuanImage 3.0 is Tencent's groundbreaking open-source text-to-image AI model featuring 80 billion total parameters with 13 billion activated during inference. It employs a unique Mixture-of-Experts (MoE) architecture combined with a unified autoregressive framework for multimodal understanding and generation, supporting advanced features like world knowledge reasoning, precise text rendering, and complex image editing capabilities.
Native Multimodal Architecture: Unifies text and image processing in a single autoregressive framework, moving beyond traditional DiT-based architectures for better understanding and generation
Advanced MoE Architecture: Uses 64 experts with 8 experts activated per token, combined with shared multi-layer perceptron for efficient processing of 80B parameters
Intelligent World-Knowledge Reasoning: Automatically adds relevant context and background elements based on common sense and professional knowledge
Flexible Resolution Support: Offers both automatic and specified resolution options, with the ability to predict optimal image resolution based on input prompts
Use Cases of HunyuanImage 3.0
Marketing and Advertising: Rapid generation of campaign visuals with consistent branding and high-quality graphics for multiple platforms
Educational Content Creation: Creating detailed educational illustrations and scientific diagrams with accurate representations and annotations
Multilingual Brand Design: Generating cohesive brand materials with integrated English and Chinese typography for global markets
Creative Art and Design: Producing various artistic styles from photorealistic imagery to oil paintings and watercolors for diverse creative projects
Pros
Open-source with commercial-friendly license
Superior performance in handling complex scenes and diverse styles
Strong multilingual support especially for Chinese text rendering
Cons
Requires multiple 80GB GPUs for self-hosting
API key required for some advanced features
Complex setup process for local deployment
How to Use HunyuanImage 3.0
Download the model: Download HunyuanImage-3.0 or HunyuanImage-3.0-Instruct-Distil from HuggingFace using command: 'hf download tencent/HunyuanImage-3.0-Instruct --local-dir ./HunyuanImage-3-Instruct'
Get API access: Go to Tencent Cloud to apply for an API Key if you want to use the API version instead of self-hosting
Set up environment variables: Export the model path and API keys (if using API version) as environment variables: export MODEL_PATH='./HunyuanImage-3' and export your API keys if needed
Prepare your prompt: Write a clear text prompt describing the image you want to generate. Focus on describing the main subject and action first, followed by details about environment and style
Run image generation: Use the run_image_gen.py script with parameters like: python3 run_image_gen.py --model-id $MODEL_PATH --verbose 1 --prompt 'your prompt' --bot-task image --image-size '1024x1024' --save ./image.png --moe-impl flashinfer
Additional features (optional): You can use additional features like image-to-image editing, multi-image fusion (up to 3 images), or prompt enhancement by adding appropriate parameters to your command
Export results: The generated images will be saved to your specified output path (e.g., ./image.png) in high resolution without watermarks
HunyuanImage 3.0 FAQs
HunyuanImage 3.0 is a groundbreaking native multimodal AI model developed by Tencent that unifies multimodal understanding and generation within an autoregressive framework. It features 80B total parameters with 13B activated parameters during inference, using MoE (Mixture-of-Experts) architecture combined with Transfusion method.
HunyuanImage 3.0 Video
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