Model reference · open weights
swin2SR-realworld-sr-x4-64-bsrgan-psnr is an open-weight image model from caidas. swin2SR-realworld-sr-x4-64-bsrgan-psnr (BF16) weighs 48 MB; the smallest configuration that runs it is RTX 3060 12 GB.
Summary of the caidas/swin2SR-realworld-sr-x4-64-bsrgan-psnr model card, 2026-10-01
What it is
| Released by | caidas |
|---|---|
| Released | 2022-12-16 |
| VRAM | 48 MB for the weights |
What it runs on
| Card | One image | Memory |
|---|---|---|
| RTX 3060 12 GB | fits | 11.6 GB |
| RTX 4060 Ti 16 GB | fits | 15.4 GB |
| RTX 3090 24 GB | fits | 23.4 GB |
| RTX 4090 24 GB | fits | 23.4 GB |
| RTX 5090 32 GB | fits | 31.0 GB |
| L40S 48 GB | fits | 44.0 GB |
| A100 80 GB | fits | 78.2 GB |
| H100 80 GB | fits | 78.1 GB |
| RTX PRO 6000 Blackwell 96 GB | fits | 93.8 GB |
| DGX Spark (GB10) 128 GB unified | fits | 107 GB |
| H200 141 GB | fits | 138 GB |
| B200 180 GB | fits | 176 GB |
From the model card
Swin2SR model that upscales images x4. It was introduced in the paper Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration by Conde et al. and first released in this repository.
This model is intended for real-world image super resolution.
Refer to the documentation.
Quoted from the model card on Hugging Face. The full card is behind the Hugging Face link above.
Running it yourself
Rent a machine by the hour. How to run this model is on its model card.