HiDream-I1-Dev
| Property | Value |
|---|---|
| Parameters | 17B |
| License | MIT |
| Model URL | huggingface.co/HiDream-ai/HiDream-I1-Dev |
| Author | HiDream-ai |
What is HiDream-I1-Dev?
HiDream-I1-Dev is a state-of-the-art image generative foundation model that represents a significant advancement in AI-powered image generation. With 17 billion parameters, it combines exceptional image quality with industry-leading prompt following capabilities, all while maintaining an open-source approach under the MIT license.
Implementation Details
The model architecture integrates multiple sophisticated components, including FLUX.1's VAE and text encoders from google/t5-v1_1-xxl and meta-llama/Meta-Llama-3.1-8B-Instruct. It supports various inference modes (full, dev, and fast) and requires Flash Attention with CUDA 12.4 compatibility for optimal performance.
- Achieves top scores in HPS v2.1 benchmark (33.82 averaged)
- Outstanding performance in DPG-Bench (85.89 overall)
- Superior GenEval metrics (0.83 overall)
Core Capabilities
- Multi-style generation including photorealistic, cartoon, and artistic
- Best-in-class prompt following with superior accuracy
- Fast generation times with multiple inference options
- Commercial-friendly licensing for broad application use
Frequently Asked Questions
Q: What makes this model unique?
HiDream-I1-Dev stands out for its exceptional performance across all major benchmarks, surpassing many established models in both image quality and prompt adherence. It achieves the highest scores in several categories of the GenEval and DPG benchmarks while maintaining open-source accessibility.
Q: What are the recommended use cases?
The model excels in various applications including commercial projects, scientific research, and personal creative work. It's particularly effective for tasks requiring high-fidelity image generation with precise prompt following, making it suitable for professional content creation, artistic projects, and research applications.
