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("kronosta/orchwell", dtype=torch.bfloat16, device_map="cuda")

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

Orchwell is a Dance Diffusion model trained on an inexperienced orchestra with a disjoint sound. It didn't go quite as well as expected, but it produces good samples 50-75% of the time. It's also really the only current digital solution for making orchestra music that isn't perfectly composed (which makes it more unique).

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