Add SD v1.4

app.py

@@ -1,6 +1,22 @@
-from transformers import pipeline, set_seed  
+import re
+import os
+import requests
+import gradio as gr
+from datasets import load_dataset
+from PIL import Image
+import torch
+from torch import autocast
 
+from transformers import pipeline, set_seed
+from diffusers import StableDiffusionPipeline
+
+# GPT2
 generator = pipeline('text-generation', model='gpt2')
 set_seed(42)
 
-generator("Hello world, I'm vizard,", max_length=50, num_return_sequences=3)
+generator("Hello world, I'm vizard,", max_length=50, num_return_sequences=3)
+
+# SD v1.4
+pipe = StableDiffusionPipeline.from_pretrained(model_id, use_auth_token=True, revision="fp16", torch_dtype=torch.float16)
+pipe = pipe.to(device)
+torch.backends.cudnn.benchmark = True