up

run.py

@@ -1,16 +1,21 @@
-#!/usr/bin/env python3
-from diffusers import StableDiffusionPipeline
+import requests
 import torch
+from PIL import Image
+from io import BytesIO
 
-model_ids = ["nitrosocke/Arcane-Diffusion", "nitrosocke/spider-verse-diffusion", "nitrosocke/mo-di-diffusion", "nitrosocke/archer-diffusion", "nitrosocke/elden-ring-diffusion"]
-prompts = ["arcane style", "spiderverse style", "modern disney style", "archer style", "elden ring style"]
+from diffusers import StableUnCLIPImg2ImgPipeline
 
+pipe = StableUnCLIPImg2ImgPipeline.from_pretrained("/home/patrick_huggingface_co/stable-diffusion-2-1-unclip", torch_dtype=torch.float16
+)  # TODO update model path
+pipe = pipe.to("cuda")
 
-for model_id, prompt in zip(model_ids, prompts):
-    pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16)
-    pipe = pipe.to("cuda")
+url = "https://raw.githubusercontent.com/CompVis/stable-diffusion/main/assets/stable-samples/img2img/sketch-mountains-input.jpg"
 
-    prompt = f"a magical princess with golden hair, {prompt}"
-    image = pipe(prompt).images[0]
+response = requests.get(url)
+init_image = Image.open(BytesIO(response.content)).convert("RGB")
+init_image = init_image.resize((768, 512))
 
-    image.save(f"./magical_princess_{model_id.split('/')[-1]}.png")
+prompt = "A fantasy landscape, trending on artstation"
+
+images = pipe(prompt, init_image).images
+images[0].save("fantasy_landscape.png")