Update README.md

README.md

@@ -1,3 +1,74 @@
----
-license: creativeml-openrail-m
----
+---
+license: creativeml-openrail-m
+base_model: stabilityai/stable-diffusion-xl-base-1.0
+pipeline_tag: text-to-image
+library_name: diffusers
+tags:
+- art
+- text-to-image
+- stable-diffusion
+- lora
+- diffusers
+widget:
+  - text: chibi doll, cute
+---
+
+# cutton_doll_lora-xl
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/64366a453193f279361ced90/_hPyQqPAkHWyaCHoPzxXQ.png)
+
+
+
+
+### Need more performance?
+Use it with a LCM Lora!
+
+Use 8 steps and guidance scale of 1.5
+1.2 Lora strength for the Pixel Art XL works better
+
+```python
+from diffusers import DiffusionPipeline, LCMScheduler
+import torch
+
+model_id = "stabilityai/stable-diffusion-xl-base-1.0"
+lcm_lora_id = "latent-consistency/lcm-lora-sdxl"
+pipe = DiffusionPipeline.from_pretrained(model_id, variant="fp16")
+pipe.scheduler = LCMScheduler.from_config(pipe.scheduler.config)
+
+pipe.load_lora_weights(lcm_lora_id, adapter_name="lora")
+pipe.load_lora_weights("./cutton_doll_lora-xl.safetensors", adapter_name="pixel")
+
+pipe.set_adapters(["lora", "pixel"], adapter_weights=[1.0, 1.2])
+pipe.to(device="cuda", dtype=torch.float16)
+
+prompt = "pixel, a cute corgi"
+negative_prompt = "3d render, realistic"
+
+num_images = 9
+
+for i in range(num_images):
+    img = pipe(
+        prompt=prompt,
+        negative_prompt=negative_prompt,
+        num_inference_steps=8,
+        guidance_scale=1.5,
+    ).images[0]
+    
+    img.save(f"lcm_lora_{i}.png")
+```
+
+### Tips:
+Don't use refiner
+
+Works great with only 1 text encoder
+
+No style prompt required
+
+No trigger keyword require
+
+Works great with isometric and non-isometric
+
+Works with 0.9 and 1.0
+
+#### Changelog
+v1: Initial release