Spaces:
Runtime error
Runtime error
Create app.py
Browse files
app.py
ADDED
|
@@ -0,0 +1,35 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import gradio as gr
|
| 2 |
+
import torch
|
| 3 |
+
from torch import autocast
|
| 4 |
+
from diffusers import StableDiffusionXLPipeline, EulerAncestralDiscreteScheduler
|
| 5 |
+
|
| 6 |
+
model = "linaqruf/animagine-xl"
|
| 7 |
+
|
| 8 |
+
pipe = StableDiffusionXLPipeline.from_pretrained(
|
| 9 |
+
model,
|
| 10 |
+
torch_dtype=torch.float16,
|
| 11 |
+
use_safetensors=True,
|
| 12 |
+
variant="fp16",
|
| 13 |
+
)
|
| 14 |
+
pipe.scheduler = EulerAncestralDiscreteScheduler.from_config(pipe.scheduler.config)
|
| 15 |
+
pipe.to('cuda')
|
| 16 |
+
|
| 17 |
+
def launch(prompt, negative_prompt):
|
| 18 |
+
prompt += " ,awesome, pixel art"
|
| 19 |
+
negative_prompt += ", lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry"
|
| 20 |
+
image = pipe(prompt,
|
| 21 |
+
negative_prompt=negative_prompt,
|
| 22 |
+
width=1024,
|
| 23 |
+
height=1024,
|
| 24 |
+
guidance_scale=12,
|
| 25 |
+
target_size=(1024, 1024),
|
| 26 |
+
original_size=(4096, 4096),
|
| 27 |
+
num_inference_steps=50)
|
| 28 |
+
return image.images[0] # Assuming this is how you get the resulting image
|
| 29 |
+
|
| 30 |
+
iface = gr.Interface(fn=launch,
|
| 31 |
+
inputs=[gr.Textbox(label="Prompt"), gr.Textbox(label="Negative Prompt")],
|
| 32 |
+
outputs=gr.Image(type='pil'),
|
| 33 |
+
title="Generate Images",
|
| 34 |
+
description="Enter a prompt and a negative prompt to generate an image.")
|
| 35 |
+
iface.launch()
|