AI Research Atlas

Seedream 3.0

ByteDance · 15 April 2025

The Seedream 3.0 report describes bilingual text-to-image with native 2K output, a claimed 4-8x inference speedup and stronger complex Chinese text rendering.

Doubled dataset via defect-aware training, mixed-resolution training, cross-modality RoPE, resolution-aware timestep sampling and a VLM-based reward model in post-training. Developers state a 4-8x speedup with image quality maintained.

Date
Tuesday, 15 April 2025
Lab
ByteDance
Kind
model
Access
closed API

Figures

MeasureValueMeasured by
Inference speedup4-8x
company claim, quality maintained
company

Date is arXiv v1 (2025-04-15); the product launch on Doubao/Dreamina preceded or accompanied it and was not verified here.

Sources

  1. arxiv.org/abs/2504.11346

This record was checked against its sources on 6 October 2026. How we check