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

@knox_landry NGL this looks impressive! Existing tools are not as accurate especially with text placements. would love to hear more about this. BTW - can I ask for your support for our own launch this Thursday? Love to hear your thoughts!

@kitty_persanaai Sure, Kitty! Let me know when your product is live, I'll show my support!

@knox_landry FYI - we're live now. Thanks @knox_landry appreciate your support!

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?

@luobaishun Thank you for your support, Luo! You may check out our release note here: https://klingai.com/release-notes

@knox_landry It seems that the release notes are showing updates for Kling AI, not Kolors.

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.