CogView4: Next-Generation Image Creation
Experience the power of CogView4's 6B parameter model - the open-source, cutting-edge AI image generation system that delivers exceptional quality up to 2048x2048 resolution while running efficiently on consumer hardware.
Advanced AI Image Generation
CogView4 represents a breakthrough in AI-powered image creation, combining state-of-the-art performance with unprecedented accessibility.
State-of-the-Art Performance
6B Parameters for Exceptional Quality
CogView4 leverages a powerful 6B parameter architecture to deliver stunning image generation that rivals commercial alternatives, with support for resolutions up to 2048x2048.
Benchmark tests show CogView4 achieves exceptional results across various metrics including DPG-Bench (85.13) and GenEval (0.73).
Generate images up to 2048x2048 resolution with remarkable detail and clarity.
Built on Transformer architecture with VQ-VAE tokenizer for optimal image generation.

Optimized Resource Usage
Efficient Performance on Consumer Hardware
CogView4 is designed for accessibility, running efficiently on consumer GPUs with optimized memory usage and processing capabilities.
Optimized to run with as little as 32GB of RAM, making advanced AI accessible to individual creators.
Supports both BF16 and FP32 precision for flexible deployment across different hardware configurations.
Efficient inference pipeline for quick image generation on consumer-grade hardware.

Advanced Capabilities
Comprehensive Generation Tools
From multilingual support to advanced prompt optimization, CogView4 offers a complete suite of image generation features.
Full support for both Chinese and English text prompts with high accuracy.
Integrated with GLM-4-9B for enhanced prompt refinement and better results.
Easy integration with popular frameworks and platforms through Hugging Face.

Frequently asked questions
Do you have any questions? We have got you covered.