GLM-4.5V

GLM-4.5V

Zhipu AI
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About

GLM-4.5V builds on the GLM-4.5-Air foundation, using a Mixture-of-Experts (MoE) architecture with 106 billion total parameters and 12 billion activation parameters. It achieves state-of-the-art performance among open-source VLMs of similar scale across 42 public benchmarks, excelling in image, video, document, and GUI-based tasks. It supports a broad range of multimodal capabilities, including image reasoning (scene understanding, spatial recognition, multi-image analysis), video understanding (segmentation, event recognition), complex chart and long-document parsing, GUI-agent workflows (screen reading, icon recognition, desktop automation), and precise visual grounding (e.g., locating objects and returning bounding boxes). GLM-4.5V also introduces a “Thinking Mode” switch, allowing users to choose between fast responses or deeper reasoning when needed.

About

HunyuanCustom is a multi-modal customized video generation framework that emphasizes subject consistency while supporting image, audio, video, and text conditions. Built upon HunyuanVideo, it introduces a text-image fusion module based on LLaVA for enhanced multi-modal understanding, along with an image ID enhancement module that leverages temporal concatenation to reinforce identity features across frames. To enable audio- and video-conditioned generation, it further proposes modality-specific condition injection mechanisms, an AudioNet module that achieves hierarchical alignment via spatial cross-attention, and a video-driven injection module that integrates latent-compressed conditional video through a patchify-based feature-alignment network. Extensive experiments on single- and multi-subject scenarios demonstrate that HunyuanCustom significantly outperforms state-of-the-art open and closed source methods in terms of ID consistency, realism, and text-video alignment.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Developers and AI researchers requiring a solution to build applications that interpret and reason about images, video, documents or GUIs

Audience

Digital content creators and filmmakers wanting a solution to generate personalized, subject-consistent videos using multi-modal inputs

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Zhipu AI
Founded: 2023
China
chat.z.ai/

Company Information

Tencent
Founded: 1998
China
hunyuancustom.github.io

Alternatives

GPT-5.2

GPT-5.2

OpenAI

Alternatives

HunyuanVideo-Avatar

HunyuanVideo-Avatar

Tencent-Hunyuan
Qwen3.5

Qwen3.5

Alibaba
HunyuanOCR

HunyuanOCR

Tencent
GLM-4.1V

GLM-4.1V

Zhipu AI
Qwen3-VL

Qwen3-VL

Alibaba
GLM-4.5V-Flash

GLM-4.5V-Flash

Zhipu AI
VideoPoet

VideoPoet

Google
MiMo-V2.5

MiMo-V2.5

Xiaomi Technology
Seaweed

Seaweed

ByteDance

Categories

Categories

Integrations

CUDA
Claude Code
Cline
Hugging Face
Hunyuan T1
HunyuanVideo
Kilo Code
OpenRouter
Roo Code
Sup AI

Integrations

CUDA
Claude Code
Cline
Hugging Face
Hunyuan T1
HunyuanVideo
Kilo Code
OpenRouter
Roo Code
Sup AI
Claim GLM-4.5V and update features and information
Claim GLM-4.5V and update features and information
Claim HunyuanCustom and update features and information
Claim HunyuanCustom and update features and information