Model reference · open weights

swin2SR-classical-sr-x2-64

swin2SR-classical-sr-x2-64 is an open-weight image model from caidas, listed in the AxForge catalogue. AxForge can bring it up on EU-owned hardware for you on request — with the licence handled where one is required.

Image caidas 1 variants 30k downloads/mo
Request this model on EU hardware All served models Not on the shared API today — deployed on request.

About

What swin2SR-classical-sr-x2-64 is

Swin2SR model (image super-resolution) Swin2SR model that upscales images x2. 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. Intended use cases This model is intended for image super resolution. Usage Refer to the documentation.

Summarised from the published model card. Read the full card on the HuggingFace links below.

Specifications

What it is

Makercaidas
TypeImage models
Parameters (lead)12M
Variants1
Runs withtransformers
Released2022-12-16
Popularity30k downloads / month
Likes48
LicenceOpen weights

How it works

How image models work

Text promptwhat to makeText encoderunderstands itDiffusion stepsdenoise to pixelsImagePNG / JPEGA diffusion model starts from noise and denoises it, guided by your prompt, into a finished image.

Variants

Sizes & precisions

Open weights ship in several sizes and precisions. One page, all the variants — pick the one that fits your GPU. VRAM figures are estimates from model size.

VariantParamsPrecisionVRAMFits 16 GBWeights
swin2SR-classical-sr-x2-6412MBF16~0 GBWeights ↗

Using it via the API

Call it like any OpenAI endpoint

Once AxForge deploys swin2sr-classical-sr-x2-64 for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (swin2sr-classical-sr-x2-64 below is illustrative; you get the exact model name on deployment.)

$ curl -sS https://api.axforge.ai/v1/images/generations \
  -H "Authorization: Bearer $AXFORGE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"swin2sr-classical-sr-x2-64","prompt":"a red bicycle","size":"1024x1024"}'

Details

Languages, data & research

Tags

transformers pytorch safetensors swin2sr image-to-image vision

Papers

Licence

Open weights

Open weights under apache-2.0 — commercial use is permitted. Deploy it on AxForge EU hardware on request. Read the licence ↗

Sources

Weights & code

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