| license: other | |
| license_name: stabilityai-nc-research-community | |
| license_link: LICENSE | |
| tags: | |
| - text-to-image | |
| - stable-diffusion | |
| extra_gated_prompt: >- | |
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| Policy](https://stability.ai/privacy-policy). | |
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| language: | |
| - en | |
| pipeline_tag: text-to-image | |
| ### Enable 2048x2048 Generation for Stable Diffusion 3 | |
| SD3 generates noticeable artifacts at high resolutions, indicating that the positional embeddings at high positions have not been well-trained. | |
| <img src="figures/SD3_2048.png" alt="output_" style="zoom: 25%;" /> | |
| I performed 2000 steps of full fine-tuning on the Stable Diffusion 3 medium model using a 2048x2048 dataset, enabling SD3 to achieve good generation results at this resolution. | |
| <img src="figures/HiSD3_2048.png" alt="output_normal" style="zoom:25%;" /> | |