Seedream 3.0 is ByteDance's image model with native 2K resolution dropped in 2025 and offered in Dreamina as Image 3.0
This thing turns text into images in about three seconds and spits out 2K quality pics in different shapes and sizes. Works in both English and Chinese too.
So what's better than the last version? Well now it nails object counts more often gets faces and bodies shaped right and small words in the image actually look clear. Overall it just looks more real.
Since late 2024 the team’s been cleaning up their training data and picking better samples. No more blurry junk. They also changed how the model learns so it doesn’t need to upscale anymore.
They added new tricks that help it learn faster and smarter. After training they used better captions and a giant model to give it feedback. We’re talking over 20 billion parameters.
When it runs it now guesses noise better and knows when to stop so it can make a 1K pic in under three seconds. Tests both in-house and outside say it beats the old version in how things look how faces feel how text shows up and what people like more. It’s even topping charts like Artificial Analysis.
If you'd like to access this model, you can explore the following possibilities:
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For locally hosted models, see description and additional links at the bottom for versions, repos and tutorials.