https://huggingface.co/SeFi-Image/

License

The checkpoint is distributed under the Creative Commons Attribution-NonCommercial 4.0 International license (CC BY-NC 4.0). It is for non-commercial use only.


SeFi-Image is intended for research and creative text-to-image generation, including prompt following, bilingual text rendering, style exploration, and model development. The Base checkpoints are suitable starting points for fine-tuning and analysis. Turbo checkpoints are intended for fast generation. The RL checkpoint is intended for stronger alignment-oriented generation.


FamilyModelCheckpointTRTEVAEStepsGuidancetime (285H)test v1test v2test v3
BaseSeFi-Image-1B-BaseSeFi-Image/SeFi-Image-1B-Base1.12.10.08504.02m 18.09s SeFi Image 1B BaseSeFi Image 1B Base test v2SeFi Image 1B Base test v3

BaseSeFi-Image-2B-BaseSeFi-Image/SeFi-Image-2B-Base2.12.10.08504.03m 50.27sSeFi Image 2B Base

BaseSeFi-Image-5B-BaseSeFi-Image/SeFi-Image-5B-Base

0.08504.08m 5.20sSeFi Image 5B Base

RLSeFi-Image-5B-RLSeFi-Image/SeFi-Image-5B-RL

0.08504.08m 2.03s SeFi Image 5B RLSeFi Image 5B RL test v2SeFi Image 5B RL test v3

TurboSeFi-Image-1B-turboSeFi-Image/SeFi-Image-1B-turbo1.12.10.0841.0
SeFi Image 1B TurboSeFi Image 1B Turbo test v2SeFi Image 1B Turbo test v3

TurboSeFi-Image-2B-turboSeFi-Image/SeFi-Image-2B-turbo2.12.10.0841.010.86sSeFi Image 2B Turbo

TurboSeFi-Image-5B-turboSeFi-Image/SeFi-Image-5B-turbo

0.0841.0
SeFi Image 5B TurboSeFi Image 5B Turbo test v2SeFi Image 5B Turbo test v3


Total parameters count (Text Encoder + Transformer + VAE)


1B - 3'389'199'651

2B - 4'388'116'771

5B - 9'494'488'099


comparing to other models

Cosmos Predict2 2B 2B - 6'948'089'331

Microsoft Mage Flow 4B 4B -  8'691'613'251

Z Image 6B - 10'261'196'515

LongCat Image 6B14'646'655'203

ERNIE Image Turbo 8B - 15'395'632'547

FLUX.1 Dev 12B - 17'460'278'847

KREA 2 Turbo 12B - 16'870'599'139

Boogu Image 0.1 Turbo 10B - 18'521'169'811

Hunyuan Image 2.1 17B -  26'342'852'611

Qwen Image 2512 20B - 28'849'460'275

FLUX.2 Dev 32B - 56'318'688'547