Spaces:
Running
on
T4
Running
on
T4
import torch | |
from diffusers import StableDiffusionPipeline | |
import gradio as gr | |
model_base = "runwayml/stable-diffusion-v1-5" | |
lora_model_path = "Krebzonide/3a0s-w68r-4qw1-0" | |
pipe = StableDiffusionPipeline.from_pretrained(model_base, torch_dtype=torch.float16, use_safetensors=True) | |
pipe.unet.load_attn_procs(lora_model_path) | |
pipe.to("cuda") | |
css = """ | |
.btn-green { | |
background-image: linear-gradient(to bottom right, #86efac, #22c55e) !important; | |
border-color: #22c55e !important; | |
color: #166534 !important; | |
} | |
.btn-green:hover { | |
background-image: linear-gradient(to bottom right, #86efac, #86efac) !important; | |
} | |
.btn-red { | |
background: linear-gradient(to bottom right, #fda4af, #fb7185) !important; | |
border-color: #fb7185 !important; | |
color: #9f1239 !important; | |
} | |
.btn-red:hover {background: linear-gradient(to bottom right, #fda4af, #fda4af) !important;} | |
/*****/ | |
.dark .btn-green { | |
background-image: linear-gradient(to bottom right, #047857, #065f46) !important; | |
border-color: #047857 !important; | |
color: #ffffff !important; | |
} | |
.dark .btn-green:hover { | |
background-image: linear-gradient(to bottom right, #047857, #047857) !important; | |
} | |
.dark .btn-red { | |
background: linear-gradient(to bottom right, #be123c, #9f1239) !important; | |
border-color: #be123c !important; | |
color: #ffffff !important; | |
} | |
.dark .btn-red:hover {background: linear-gradient(to bottom right, #be123c, #be123c) !important;} | |
""" | |
def generate(prompt): | |
images = pipe(prompt,num_inference_steps=25,guidance_scale=7.5).images | |
return [(img, f"Image {i+1}") for i, img in enumerate(images)] | |
with gr.Blocks(css=css) as demo: | |
with gr.Collumn(): | |
prompt = gr.Textbox(label="Prompt") | |
submit_btn = gr.Button("Generate", variant="primary", min_width="96px") | |
gallery = gr.Gallery(label="Generated images") | |
submit_btn.click(generate, [prompt], [gallery], queue=True) |