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What is MiniMax H3-Image?

MiniMax H3-Image is an advanced open-weight image generation model developed by MiniMax for creating and modifying high-quality digital imagery with artificial intelligence. The model is based on the company's H3 multimodal foundation and incorporates optimizations designed to improve image realism, instruction following, and generation speed. Its text-to-image capabilities allow users to describe desired scenes, objects, artistic styles, and compositions using natural language prompts. Reference-based generation enables the system to incorporate information from up to 16 supplied images when producing new visual content. Users can also edit existing images by providing instructions that modify visual elements, subjects, colors, or compositions. H3-Image supports image generation at resolutions reaching 4096 × 4096 pixels, delivering approximately 16 megapixels of detail suitable for demanding creative applications. According to MiniMax, the model can generate full-resolution 4K images in under 10 seconds and offers both Standard and Highspeed processing modes. Its underlying technology incorporates improvements to training data, reinforcement learning, sampling-step reduction, and inference optimization to balance visual quality with computational efficiency. The model's weights are publicly available for developers and researchers interested in building customized image generation applications, with commercial and geographic usage subject to its license. Through availability on the MiniMax API Platform, MiniMax Code, and Hailuo AI, H3-Image supports applications such as digital illustration, advertising creative production, product visualization, concept design, and automated image editing.

What is MOSS-Image?

MOSS-Image is a flexible collection of open-weight models that enable the conversion of natural language prompts and structured layout specifications into visual representations. Both the Base and fine-tuned SFT checkpoints feature a standardized inference interface, allowing for prompts up to 4,096 tokens in length. Users can choose to describe a scene through text or provide JSON layout data that governs the arrangement of objects and text in the generated image. The project comes with a wealth of resources, including Python and Gradio workflows, a Diffusers pipeline, model weights, and thorough instructions for local installation and fine-tuning. This model excels at creating a diverse range of visual content, from illustrations and photorealistic images to posters and various designed compositions that can incorporate specific text elements. Furthermore, developers can take advantage of supported image-generation runtimes or a hosted API to further enrich their projects. Targeted toward developers, researchers, and creatives, this software empowers users to generate and modify images with meticulous layout control, thus serving as an essential resource for a wide array of creative projects. As users delve into MOSS-Image, they can discover exciting new avenues for visual storytelling and innovative design solutions, enhancing their creative toolkit significantly.

Media

Media

Integrations Supported

MiniMax
MiniMax Agent

Integrations Supported

ComfyUI

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided

Pricing Information

Free
Free Version

Supported Platforms

SaaS

Supported Platforms

SaaS
Mac
On-Prem
Linux

Customer Service / Support

Web-Based Support

Customer Service / Support

Not specified

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

MiniMax

Date Founded

2022

Company Location

Singapore

Company Website

www.minimax.io/blog/minimax-h3

Company Facts

Organization Name

OpenMOSS

Company Location

China

Company Website

openmoss.ai/MOSS-Image/

Categories and Features

AI Image Models

Not specified

Open-Weight AI Models

Not specified

Categories and Features

AI Image Models

Not specified

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