| import torch | |
| from diffusers import StableDiffusionPipeline, LCMScheduler | |
| model_id = "circulus/canvers-real-v3.8.1" | |
| pipeline = StableDiffusionPipeline.from_pretrained(model_id, low_cpu_mem_usage=False) | |
| pipeline.scheduler = LCMScheduler.from_config(pipeline.scheduler.config) | |
| pipeline.load_lora_weights("latent-consistency/lcm-lora-sdv1-5") | |
| pipeline.fuse_lora(lora_scale=1.0) | |
| #pipeline = pipeline.to(dtype=torch.float16) | |
| pipeline.save_pretrained(f"{model_id}-lcm") |