zai-org/CogView4

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1101 stars · 81 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

CogView4, CogView3-Plus and CogView3 are open-source text-to-image generation models from Zhipu AI, with CogView4 being a 6B-parameter DiT-based model supporting native Chinese input and high-resolution generation. The repository provides model code, diffusers integration, and inference examples.

Use cases

• generate images from text prompts
• text-to-image generation with Chinese text support
• render Chinese characters in generated images
• high-resolution image synthesis up to 2048px
• run text-to-image models with diffusers
• fine-tune a text-to-image diffusion model

When to choose

• you need open-weight text-to-image generation with strong Chinese language and text rendering support
• you want flexible high-resolution image generation integrated with Hugging Face diffusers
• you need an Apache-2.0 licensed image generation model for research or products

When to avoid

• you need a lightweight model that runs without a GPU or large VRAM
• you only need English-language image generation with the broadest ecosystem support
• you need mature ControlNet or fine-grained control features that are still on the project roadmap

Facets

library · maturity active

image-processing machine-learning deep-learning llm-inference artificial-intelligence image-processing deep-learning machine-learning python cross-platform text-to-image diffusion-transformer diffusers chinese-text high-resolution image-generation model-weights gpu linux

Member repositories

For agents

markdown · JSON · MCP: product_card(name="zai-org/CogView4")