Update README.md

README.md

@@ -2,4 +2,23 @@
 license: creativeml-openrail-m
 ---
 LoRA based on Stability AI SDXL-Turbo, for more information on the main checkpoints: https://huggingface.co/stabilityai/sdxl-turbo
-![xyz_grid-0007-2494203713-20231130151159.png](https://cdn-uploads.huggingface.co/production/uploads/64186a8b5d6f3d15c64cd821/L1-TOyK9XEErR0M5lwu4W.png)
+![xyz_grid-0007-2494203713-20231130151159.png](https://cdn-uploads.huggingface.co/production/uploads/64186a8b5d6f3d15c64cd821/L1-TOyK9XEErR0M5lwu4W.png)
+
+Text-to-image:
+
+import torch
+from diffusers import LCMScheduler, AutoPipelineForText2Image
+
+model_id = "stabilityai/stable-diffusion-xl-base-1.0"
+adapter_id = "latent-consistency/lcm-lora-sdxl"
+
+pipe = AutoPipelineForText2Image.from_pretrained(model_id, torch_dtype=torch.float16, variant="fp16")
+pipe.scheduler = LCMScheduler.from_config(pipe.scheduler.config)
+pipe.to("cuda")
+
+pipe.load_lora_weights("shiroppo/sd_xl_turbo_lora")
+pipe.fuse_lora()
+
+prompt = "1 girl, wind"
+
+image = pipe(prompt=prompt, num_inference_steps=4, guidance_scale=0).images[0]