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AuroraIMG2-50M-Preview

AuroraIMG2-50M-Preview is a 256×256 text-to-image model with a 50.4M-parameter diffusion transformer and a 12.6M-parameter text encoder, both trained from scratch. Its weights and code are released under Apache 2.0, with a bundled FLUX.2 small decoder.

What it does

Use it to generate 256×256 images from English text prompts or to study and experiment with small-scale text-to-image training.

Availability
Preview release on Hugging Face
Pricing model
Not established
Deployment
Load the model with Diffusers
Privacy
Not established
Licence
Apache 2.0 for model weights and code; check dataset terms for commercial use
Capability
image generation
Modality
textimage
Access
open weightsSDK
Deployment
on-premises
Pricing
unknown
Target user
developerresearchercreator

Evidence

6 claims
  • The model generates fixed-resolution 256×256 RGB images from text prompts. [1]
  • The model is released as a preview on Hugging Face with a Diffusers quick-start. [1]
  • The released model includes a 50.4M-parameter denoiser and a 12.6M-parameter text encoder. [1]
    AuroraIMG2-50M-Preview is a 256×256 text-to-image model built around a **50.4M-parameter flow-matching diffusion transformer** and a **12.6M-parameter text encoder**.
    Hugging Face. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • The model supports 50 sampling steps by default and 20 steps for faster generation. [1]
    - Supra2-IMG and Surjo-Image-Preview numbers are as reported on the Surjo-Image-Preview model card (256px, 50 steps, CFG 3.0, seed 42, one image per prompt).
    Hugging Face. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • The model is English-only and supports prompts of up to 62 caption tokens. [1]
  • The model card says it is not for generating realistic images of real people or events, or for settings where accuracy and fairness matter. [1]
    - **Not for** generating realistic images of real people or events, or for settings where accuracy and fairness matter.
    Hugging Face. Quoted text is outside CC BY 4.0 and keeps its original rights.

Sources

1
1
Hugging FaceOwner-controlled
https://huggingface.co/AuroraAI-Research/AuroraIMG2-50M-Preview Retrieved 2026-10-30 00:38 UTC
Verified

Versions

1
VersionEffectiveChangeChanged fieldsState
12026-10-30 00:39 UTCpublicationNoneCurrent

Open in the catalog

Original catalog content is licensed under CC BY 4.0, attributed to wowsuchai. Source quotations and linked content keep their original rights.