Diffusers How to use unsloth/LTX-2-FP8 with Diffusers:
pip install -U diffusers transformers accelerate
import torch
from diffusers import DiffusionPipeline
from diffusers.utils import load_image, export_to_video
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("unsloth/LTX-2-FP8", dtype=torch.bfloat16, device_map="cuda")
pipe.to("cuda")
prompt = "cute sloth typing on a computer (INT8)"
image = load_image(
"https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/guitar-man.png"
)
output = pipe(image=image, prompt=prompt).frames[0]
export_to_video(output, "output.mp4") 
