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Tencent released HunyuanImage 3.0-Instruct: 80B MoE graph-to-graph model, focusing on image editing and multi-image fusion

Tencent released HunyuanImage 3.0-Instruct: 80B MoE graph-to-graph model, focusing on image editing and multi-image fusion

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Tencent Hunyuan released HunyuanImage 3.0-Instruct, a native multimodal model for image editing. The official introduction adopts a hybrid expert (MoE) architecture with 80B parameters and about 13B activation parameters, which will first understand and reason before generating results after receiving user images and instructions, emphasizing the improvement of instruction alignment and editing stability.

At the capability level, the model focuses on "precise editing" and "multi-image fusion", which supports adding, deleting, modifying, style transformation, restoring old photos, and extracting characters or elements from multiple pictures to synthesize a unified scene, and trying to keep non-target areas undestroyed. On the product side, related capabilities are also used in applications such as emoticons, social sharing, e-commerce posters, and virtual character co-production. The online experience portal is marked as available on PC.

In terms of performance, the official and relevant introductions say that its image quality and alignment performance can be benchmarked against leading closed-source models, but the conclusions of third-party independent comparison under different tasks and data distribution still need to be supported by more public evaluation. When using image editing and blending functions, there are still concerns about privacy and copyright compliance, the risk of accidental alteration of portraits and text content, and the uncertainty of the consistency of the generated results.

FAQs

Q: What type of model is HunyuanImage 3.0-Instruct?

A: It is a picture-to-image and image editing model released by Tencent Hunyuan, which emphasizes the ability to understand input images and reason before generating them.

Q: What editing operations does Tencent Hunyuan Image 3.0 support for image generation?

A: Common ones include adding elements, deleting objects, changing styles, restoring old photos, modifying characters and text content, etc., and trying to keep the unedited area as stable as possible.

Q: What is the multi-image fusion capability of HunyuanImage 3.0-Instruct?

A: It can extract people or elements from multiple images for composite to generate consistent group photos or new scene drawings.

Q: What is the parameter scale and architecture of HunyuanImage 3.0-Instruct?

A: Public information says that it is an 80B parameter MoE architecture, and about 13B parameters are activated during inference to take into account both effect and efficiency.

Q: What are the risks of using Mixed Image 3.0 to generate images?

A: It is necessary to pay attention to privacy and copyright authorization, the possibility of mistakenly altering portraits and text, and the cost of rework caused by inconsistent editing boundaries and details.

Tencent Hunyuan releases HunyuanImage 3.0-Instruct: The native multimodal image editing model is here Hunyuan Image 3.0 Image Generation Image Online: 80B MoE Architecture + 13B Activation Parameter Analysis HunyuanImage 3.0-Instruct for Image Editing: Understand the inference before generating Tencent Hunyuan Image 3.0 focuses on precise editing: adding, deleting and modifying non-target areas without harming the non-target area Mixed Element Image 3.0 Multi-Image Fusion Capability: Multi-person multi-element synthesis unified scene Understand HunyuanImage 3.0-Instruct in one article: Instruction Alignment and Editing Stability Upgrade What operations does HunyuanImage 3.0-Instruct support? Full coverage of adding, deleting, modifying and repairing Hunyuan Image 3.0 old photo restoration and style change: the picture is more stable Extracting character synthesis group photos from multiple images: Detailed explanation of multi-image fusion of mixed element image 3.0 HunyuanImage 3.0-Instruct Experience Portal: A new tool for image editing available on PC Mixed element image 3.0 benchmarking closed-source leading model? Official statements and third-party reviews are subject to verification The core highlights of Tencent Hunyuan Image 3.0 are precise editing + multi-image fusion What does 80B parameter MoE mean? The architecture and efficiency of Hunyuan Image 3.0 are explained at once How does Hunyuan Image 3.0 achieve "non-edited areas are not destroyed"? Stability key points It is more reliable to change the image with commands: HunyuanImage 3.0-Instruct command alignment improvement Tencent Hunyuan Image 3.0 in the gameplay and application scenarios of emoticons and social sharing One-click image change of e-commerce poster: what can Hunyuan Image 3.0 do with a raw image New ability of virtual character co-production: mixed element image 3.0 multi-image fusion landing case Can Hunyuan Image 3.0 modify text content? At the same time, we should be wary of the risk of mistaken modification When using HunyuanImage 3.0-Instruct, pay attention to privacy and copyright compliance points Image editors are most afraid of overturning: Hunyuan Image 3.0 Character Portrait Accidental Change Risk Reminder Unsure about consistency in details? Mixed Element Image 3.0 Editing Rework Cost and Response Summary of frequently asked questions about Hunyuan Image 3.0: Model types, capabilities and architecture What is the native multimodal image editing model? Take HunyuanImage 3.0-Instruct as an example Tencent HunyuanImage 3.0-Instruct: An editing model that can "understand images" Multi-image synthesis no longer feels like a collage: how to generate a consistent new scene with mixed image 3.0 Mixed Element Image 3.0 supports adding elements and deleting objects: a practical list of accurate editing capabilities Style migration to restoration enhancement: the all-round editing route of mixed element image 3.0 image to image What does "inference first and then generate" mean in Hunyuan Image 3.0? Principles and advantages Mixed Element Image 3.0 Alignment Performance Improvement: Where is the Command Following Ability? One-stop for image editing and fusion: Who is HunyuanImage 3.0-Instruct suitable for? A must-see for creators: The efficiency improvement of Hunyuan Image 3.0 in content production A must-see for e-commerce operations: use mixed image 3.0 as the boundary between posters and material redrawings Social platform explosive emoticons: How to quickly change the picture of Hunyuan Image 3.0 New choice for group photo synthesis: Analysis of the ability of multi-image extraction of character elements in mixed element 3.0 The difference between mixed image 3.0 image generation and image editing: it is more like "controllable PS" The official said that the image quality benchmark is leading the closed source: how to see the real performance of Hunyuan Image 3.0 Third-party evaluation is not enough: variables under different task distributions of Hunyuan Image 3.0 What to be wary of after the launch of Hunyuan Image 3.0: copyright authorization, portrait rights and text mistakes Image Editing Compliance Guidelines: Understand these before using Hunyuan Image 3.0 Common overturning points of Hunyuan Image 3.0: editing boundaries, detail consistency and character face stability HunyuanImage 3.0-Instruct Parameter Scale Disclosure: Why 80B MoE Only Activates 13B Tencent Mixed Image 3.0 Image to Image: A complete overview of precise and controllable multi-modal editing capabilities What is multi-image fusion in Mixed Element Image 3.0? Generate unified group photos and scenes from multiple images Want to "only change target area"? Interpretation of the editing stability advantages of Hunyuan Image 3.0 Can Hunyuan Image 3.0 do old photo restoration? Abilities and precautions are clearly explained Tencent Mixed Image 3.0 experience available on PC: suitable for office and design processes Hunyuan Image 3.0 applicable scenarios: emoticons, sharing, e-commerce posters to virtual co-production Must read before using HunyuanImage 3.0-Instruct to modify images: Privacy, copyright and accidental alteration risk checklist FAQ of Mixed Element Image 3.0 Image to Image: Model Types, Editing Operations, Multi-Image Fusion, and Risk Warnings

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