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1!pip install -q transformers accelerate peft diffusers
2from diffusers import DiffusionPipeline
3import torch
4
5pipe_id = "stabilityai/stable-diffusion-xl-base-1.0"
6pipe = DiffusionPipeline.from_pretrained(pipe_id, torch_dtype=torch.float16).to("cuda")
7pipe.load_lora_weights("stablediffusionapi/my-stablediffusion-lora-4519", weight_name="pytorch_lora_weights.safetensors", adapter_name="abc")
8prompt = "abc of a hacker with a hoodie"
9lora_scale = 0.9
10image = pipe(
11 prompt,
12 num_inference_steps=30,
13 cross_attention_kwargs={"scale": lora_scale},
14 generator=torch.manual_seed(0)
15).images[0]
16image