---
base_model:
- rain1011/pyramid-flow-sd3
pipeline_tag: text-to-video
library_name: diffusers
---

Converted to bfloat16 from [rain1011/pyramid-flow-sd3](https://huggingface.co/rain1011/pyramid-flow-sd3). Use the text encoders and tokenizers from that repo (or from SD3), no point reuploading them over and over unchanged.

Inference code is available here: [github.com/jy0205/Pyramid-Flow](https://github.com/jy0205/Pyramid-Flow/tree/main).

Both 384p and 768p work on 24 GB VRAM. For 16 steps (5 second video), 384p takes a little over a minute on a 3090, and 768p takes about 7 minutes. For 31 steps (10 second video), 384p took about 10 minutes.

I highly recommend using `cpu_offloading=True` when generating, unless you have more than 24 GB VRAM.