Total runs:
54.5K
Run Growth:
4.8K
Growth Rate:
8.85%
Sponsored by
PoYo.AI
vantagewithai / Bernini-R-GGUF-ComfyUI
Model's Last Updated: June 16 2026
image-text-to-video
Introduction of Bernini-R-GGUF-ComfyUI
Model Details of Bernini-R-GGUF-ComfyUI
Quantized GGUF version of Bernini-R for ComfyUI.
Original model link: https://huggingface.co/ByteDance/Bernini-R
Watch us on Youtube: @VantageWithAI
Latent Semantic Planning for Video Diffusion
Chenchen Liu * , Junyi Chen * , Lei Li * , Lu Chi *,§ , Mingzhen Sun * , Zhuoying Li * , Yi Fu, Ruoyu Guo, Yiheng Wu, Ge Bai, Zehuan Yuan ✉
* Equal contribution ✉ Corresponding author § Project lead
🎉 News
- [2026-06-01] We open-sourced the inference code and model weights of the Bernini Renderer ( Bernini-R ).
- [2026-05-22] We released our paper Bernini: Latent Semantic Planning for Video Diffusion .
✨ Highlights
Bernini is a unified framework for video generation and editing that combines an MLLM-based semantic planner with a DiT-based renderer.
On video editing, Bernini reaches the first tier among leading closed-source commercial models. The leaderboard below comes from our self-built arena platform, where human annotators blindly vote on paired edits and the votes are aggregated into a Bradley-Terry score and a pairwise win-rate matrix.
📑 Citation
If you use Bernini in your research, please cite:
@article{bernini,
title = {Bernini: Latent Semantic Planning for Video Diffusion},
author = {Chenchen Liu and Junyi Chen and Lei Li and Lu Chi and Mingzhen Sun and Zhuoying Li and Yi Fu and Ruoyu Guo and Yiheng Wu and Ge Bai and Zehuan Yuan},
journal = {arXiv preprint arXiv:2605.22344},
year = {2026}
}
🙏 Acknowledgements
Bernini builds on several outstanding open-source projects:
We thank the authors and communities of these projects for their contributions.
📄 License
Apache License 2.0. See LICENSE .
Runs of vantagewithai Bernini-R-GGUF-ComfyUI on huggingface.co
35.6K
Total runs
0
24-hour runs
-12
3-day runs
-1.9K
7-day runs
30.3K
30-day runs
More Information About Bernini-R-GGUF-ComfyUI huggingface.co Model
Url of Bernini-R-GGUF-ComfyUI
Bernini-R-GGUF-ComfyUI huggingface.co Url
Provider of Bernini-R-GGUF-ComfyUI huggingface.co
Other API from vantagewithai
Updated:June 24 2026
Total runs:
28.9K
Run Growth:
-2.1K
Growth Rate:
-28.22%
Total runs:
27.1K
Run Growth:
14.0K
Growth Rate:
51.70%
Total runs:
18.3K
Run Growth:
18.3K
Growth Rate:
100.00%
Total runs:
17.5K
Run Growth:
17.5K
Growth Rate:
100.00%
Total runs:
13.5K
Run Growth:
-32.7K
Growth Rate:
-242.03%
Total runs:
12.3K
Run Growth:
-45.7K
Growth Rate:
-371.32%
Total runs:
12.3K
Run Growth:
-39.0K
Growth Rate:
-315.09%
Total runs:
9.8K
Run Growth:
141
Growth Rate:
1.43%
Total runs:
9.5K
Run Growth:
759
Growth Rate:
7.96%
Total runs:
8.9K
Run Growth:
3.1K
Growth Rate:
35.45%
Total runs:
8.7K
Run Growth:
2.8K
Growth Rate:
32.80%
Total runs:
6.3K
Run Growth:
562
Growth Rate:
8.85%
Total runs:
5.8K
Run Growth:
-6.1K
Growth Rate:
-105.34%
Total runs:
4.9K
Run Growth:
320
Growth Rate:
6.56%
Total runs:
4.8K
Run Growth:
3.2K
Growth Rate:
67.40%
Total runs:
4.2K
Run Growth:
-423
Growth Rate:
-10.05%
Total runs:
3.3K
Run Growth:
98
Growth Rate:
2.99%
Total runs:
3.1K
Run Growth:
-532
Growth Rate:
-13.54%
Total runs:
2.8K
Run Growth:
68
Growth Rate:
2.39%
Total runs:
2.1K
Run Growth:
1.5K
Growth Rate:
70.86%
Total runs:
1.7K
Run Growth:
842
Growth Rate:
48.42%
Total runs:
1.1K
Run Growth:
-1.1K
Growth Rate:
-92.76%
Total runs:
988
Run Growth:
-4.3K
Growth Rate:
-439.57%
Total runs:
957
Run Growth:
-287
Growth Rate:
-29.99%
Total runs:
909
Run Growth:
-72
Growth Rate:
-7.92%
Total runs:
831
Run Growth:
-667
Growth Rate:
-80.26%
Total runs:
627
Run Growth:
138
Growth Rate:
22.01%
Total runs:
616
Run Growth:
139
Growth Rate:
22.56%
Total runs:
614
Run Growth:
52
Growth Rate:
8.47%
Total runs:
545
Run Growth:
474
Growth Rate:
86.97%
Total runs:
491
Run Growth:
-817
Growth Rate:
-166.40%
Total runs:
485
Run Growth:
210
Growth Rate:
43.30%
Total runs:
432
Run Growth:
46
Growth Rate:
10.65%
Total runs:
385
Run Growth:
-158
Growth Rate:
-41.04%
Total runs:
373
Run Growth:
79
Growth Rate:
21.18%
Total runs:
346
Run Growth:
150
Growth Rate:
43.35%
Total runs:
319
Run Growth:
154
Growth Rate:
48.28%
Total runs:
311
Run Growth:
120
Growth Rate:
38.59%
Total runs:
297
Run Growth:
-5
Growth Rate:
-1.68%
Total runs:
212
Run Growth:
13
Growth Rate:
6.13%
Total runs:
186
Run Growth:
-61
Growth Rate:
-32.80%
Total runs:
184
Run Growth:
-21
Growth Rate:
-11.41%
Total runs:
151
Run Growth:
-44
Growth Rate:
-29.14%
Total runs:
109
Run Growth:
0
Growth Rate:
0.00%
Total runs:
108
Run Growth:
-92
Growth Rate:
-85.19%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%