signupting commited on
Commit
44ba841
·
1 Parent(s): a126527

Add text-to-image model app and dependencies

Browse files
Files changed (2) hide show
  1. app.py +17 -0
  2. requirements.txt +4 -0
app.py ADDED
@@ -0,0 +1,17 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import gradio as gr
2
+ from diffusers import StableDiffusionPipeline
3
+ import torch
4
+
5
+ # Load your LoRA fine-tuned model
6
+ model_id = "signupting/blak-lora"
7
+ pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16)
8
+ pipe.to("cuda") # Use GPU if available
9
+
10
+ # Function to generate images
11
+ def generate_image(prompt):
12
+ image = pipe(prompt).images[0]
13
+ return image
14
+
15
+ # Gradio Interface
16
+ demo = gr.Interface(fn=generate_image, inputs="text", outputs="image", title="Text-to-Image Generator")
17
+ demo.launch()
requirements.txt ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ torch
2
+ gradio
3
+ diffusers
4
+ accelerate