Spaces:
Runtime error
Runtime error
Update app.py
Browse files
app.py
CHANGED
|
@@ -2,24 +2,20 @@ from diffusers import StableDiffusionPipeline
|
|
| 2 |
import gradio as gr
|
| 3 |
import torch
|
| 4 |
import os
|
| 5 |
-
|
| 6 |
from huggingface_hub import login
|
| 7 |
-
|
| 8 |
-
# 3. Login to Hugging Face (replace YOUR_HF_TOKEN with your actual token)
|
| 9 |
-
|
| 10 |
|
| 11 |
login(token=os.getenv("HF_TOKEN"))
|
| 12 |
|
| 13 |
-
|
| 14 |
-
model_id ="stabilityai/stable-diffusion-2-1-base"
|
| 15 |
-
|
| 16 |
device = "cuda" if torch.cuda.is_available() else "cpu"
|
| 17 |
|
| 18 |
pipe = StableDiffusionPipeline.from_pretrained(
|
| 19 |
model_id,
|
| 20 |
-
torch_dtype=torch.float16
|
| 21 |
).to(device)
|
| 22 |
|
|
|
|
| 23 |
def generate_image(prompt):
|
| 24 |
image = pipe(prompt).images[0]
|
| 25 |
return image
|
|
@@ -31,4 +27,4 @@ iface = gr.Interface(
|
|
| 31 |
title="Private Stable Diffusion Demo"
|
| 32 |
)
|
| 33 |
|
| 34 |
-
iface.launch(
|
|
|
|
| 2 |
import gradio as gr
|
| 3 |
import torch
|
| 4 |
import os
|
|
|
|
| 5 |
from huggingface_hub import login
|
| 6 |
+
from spaces import GPU # 👈 only for HF Spaces
|
|
|
|
|
|
|
| 7 |
|
| 8 |
login(token=os.getenv("HF_TOKEN"))
|
| 9 |
|
| 10 |
+
model_id = "stabilityai/stable-diffusion-2-1-base"
|
|
|
|
|
|
|
| 11 |
device = "cuda" if torch.cuda.is_available() else "cpu"
|
| 12 |
|
| 13 |
pipe = StableDiffusionPipeline.from_pretrained(
|
| 14 |
model_id,
|
| 15 |
+
torch_dtype=torch.float16
|
| 16 |
).to(device)
|
| 17 |
|
| 18 |
+
@GPU # 👈 this tells HF Space to start with GPU
|
| 19 |
def generate_image(prompt):
|
| 20 |
image = pipe(prompt).images[0]
|
| 21 |
return image
|
|
|
|
| 27 |
title="Private Stable Diffusion Demo"
|
| 28 |
)
|
| 29 |
|
| 30 |
+
iface.launch()
|