HiDream-ai/HiDream-O1-Image

Health v2 · maintenance only

Flags: no_releases young

Adoption not part of the score

1510 stars · 38 forks observed · 2026-08-28

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

HiDream-O1-Image is an open-weights 8B image generation foundation model built on a Pixel-level Unified Transformer (UiT) that natively encodes raw pixels, text, and task conditions in a single token space. It supports text-to-image generation, image editing, and subject-driven personalization at up to 2048x2048 resolution, with PyTorch inference pipelines and Hugging Face integrations.

Use cases

• generate images from text prompts
• edit existing images with natural language instructions
• create images featuring a specific subject or character in new scenes
• render long multilingual text accurately inside generated images
• run a state-of-the-art open-weights text-to-image model locally
• control layout and skeleton conditioning for image generation

When to choose

• you need high-quality open-weights text-to-image generation up to 2K resolution
• you want unified text-to-image, editing, and subject personalization in one model
• you need accurate text rendering and layout control in generated images
• you want to self-host image generation without external VAEs or disjoint text encoders

When to avoid

• you need a lightweight model for CPU-only or low-VRAM devices
• you only need simple image manipulation like cropping or filtering
• you require a managed cloud API rather than self-hosted inference
• you depend on PyTorch 2.9.x, which has known compatibility issues

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 image-editing diffusion-model transformer personalization image-generation open-weights huggingface gpu linux

Member repositories

For agents

markdown · JSON · MCP: product_card(name="HiDream-ai/HiDream-O1-Image")