Kolors is a cutting-edge text-to-image model powered by latent diffusion. Trained on billions of pairs, it excels in visual quality, complex semantics, and text rendering, outperforming both open and closed-source models.
Hi Product Hunt! 👋🏽
I‘m Knox from Kling AI, today I’m excited to share our latest product we have been actively building, Kolors, a cutting-edge text-to-image model powered by latent diffusion.
We have collected a comprehensive text-to-image evaluation dataset named KolorsPrompts to compare Kolors with other state-of-the-art open models and closed-source models. KolorsPrompts includes over 1,000 prompts across 14 catagories and 12 evaluation dimensions. The evaluation process incorporates both human and machine assessments. In relevant benchmark evaluations, Kolors demonstrated highly competitive performance, achieving industry-leading standards.
For the human evaluation, we invited 50 imagery experts to conduct comparative evaluations of the results generated by different models. The experts rated the generated images based on three criteria: visual appeal, text faithfulness, and overall satisfaction. In the evaluation, Kolors achieved the highest overall satisfaction score and significantly led in visual appeal compared to other models.
For more experimental results and details, please refer to our [technical report](https://github.com/Kwai-Kolors/K...).
Let me know if you have any feedback or questions - we’re constantly working on improving our product for you! 💫
Cheers,
Knox
This product sounds interesting! Will definitely try it. I hope it will save my time and energy in generating images and creatives for my collaterals 🌟
Been testing Kolors for the past hour and the image quality is absolutely stunning! 🎨
The photorealism is next level - especially impressed with how it handles lighting and textures. Text rendering is remarkably clean too, which has been a pain point with other AI image generators. Really curious about the training process. The semantic understanding seems more nuanced than other models I've used. Any plans to share more about the architecture?
What sets it apart:
- Exceptional detail in complex scenes
- Consistent quality across different styles
- Fast generation time
- Really appreciate the free tier for testing
I recommend Kolors as it is an advanced text-to-image model based on latent diffusion. It outperforms many other models, both open and closed, due to its high visual fidelity, complex semantics, and excellent text rendering.
NGL this looks impressive! We usually just use OpenAI for a quick image but it's never accurate specially with text placements. Excited to try it out! BTW huge congrats on your PH launch!
it would be amazing to see more customizable options for style and texture within the interface
Great to see the launch happening!!
Love the way that it generates the images & the text looks like it's extremely high quality too!
Nothing better than 4k stars on GitHub too!!
Thank you for creating this tool, I look forward to signing up.
Great to see Kolors finally launched on PH—congratulations!
I tried your virtual try-on feature last time, and it was impressive. What new features have you released recently?
