Instructions to use congruency/MOSS-Image-Turbo-MFD with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use congruency/MOSS-Image-Turbo-MFD with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("congruency/MOSS-Image-Turbo-MFD", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
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Download README.md from congruency/MOSS-Image-Turbo-MFD: direct link, hf CLI and curl.
- Browser
- Download file 1.4 kB
-
https://huggingface.co/congruency/MOSS-Image-Turbo-MFD/resolve/main/README.md
- Command line
-
hf download hf://congruency/MOSS-Image-Turbo-MFD/README.md
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curl -L -o README.md https://huggingface.co/congruency/MOSS-Image-Turbo-MFD/resolve/main/README.md
1.4 kB
| license: apache-2.0 | |
| base_model: | |
| - OpenMOSS-Team/MOSS-Image-Base | |
| - OpenMOSS-Team/MOSS-Image-SFT | |
| pipeline_tag: text-to-image | |
| tags: | |
| - moss-image | |
| - diffusers | |
| - text-to-image | |
| - distilled | |
| - turbo | |
| # MOSS-Image-Turbo-MFD | |
| Unofficial Research Turbo LoRA for MOSS-Image using [Mean Flow Distillation](https://arxiv.org/abs/2606.11155) | |
| ## MOSS-Image-Base | |
| MOSS-Image-Base-Turbo-MFD-v0.1 - 50 aux/20 student, 4-6 steps inference | |
| ## MOSS-Image-SFT | |
| MOSS-Image-SFT-Turbo-MFD-v0.1 - 50 aux/20 student, 4-6 steps inference | |
| ## Note | |
| ComfyUI version is .comfy.safetensors | |
| ## License and acknowledgements | |
| Apache 2.0 License | |
| Thank you HuggingFace, OpenMOSS Team, and An Zhao and Shengyuan Zhang and Zhongjian Sun and Yixiang Zhou and Zejian Li and Ling Yang and Tianrun Chen and Lingyun Sun | |
| ```bibtex | |
| @misc{mossimage2026, | |
| title = {MOSS-Image}, | |
| author = {{OpenMOSS Team}}, | |
| year = {2026}, | |
| howpublished = {\url{https://github.com/OpenMOSS/MOSS-Image}} | |
| } | |
| ``` | |
| ``` | |
| @misc{zhao2026MeanFlowDistillation, | |
| title={Mean Flow Distillation: Robust and Stable Distillation for Flow Matching Models}, | |
| author={An Zhao and Shengyuan Zhang and Zhongjian Sun and Yixiang Zhou and Zejian Li and Ling Yang and Tianrun Chen and Lingyun Sun}, | |
| year={2026}, | |
| eprint={2606.11155}, | |
| archivePrefix={arXiv}, | |
| primaryClass={cs.CV}, | |
| url={https://arxiv.org/abs/2606.11155}, | |
| } | |
| ``` |