Diffusers
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How to use from the
Use from the
Diffusers library
pip install -U diffusers transformers accelerate
import torch
from diffusers import DiffusionPipeline

# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("chuanshuogushi/HumanDreamer", dtype=torch.bfloat16, device_map="cuda")

prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k"
image = pipe(prompt).images[0]

[CVPR2025]HumanDreamer: Generating Controllable Human-Motion Videos via Decoupled Generation

Website Paper

Usage on gitHub: https://github.com/GigaAI-research/HumanDreamer

Our MotionVid Dataset: MotionVid

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Dataset used to train chuanshuogushi/HumanDreamer

Paper for chuanshuogushi/HumanDreamer