Duplicate from faalbane/kopper-kreations-custom-sd-v-2-1-model-object-copper-heart

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README.md

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+---
+title: Kopper Kreations Custom Sd V 2 1 Model Object Copper Heart
+emoji: 🐠
+colorFrom: purple
+colorTo: purple
+sdk: gradio
+sdk_version: 3.21.0
+app_file: app.py
+pinned: false
+duplicated_from: faalbane/kopper-kreations-custom-sd-v-2-1-model-object-copper-heart
+---
+
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

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+
+import gradio as gr
+from PIL import Image
+import diffusers
+import torch
+from diffusers import StableDiffusionPipeline
+
+# Load the model
+model_id = "faalbane/kopper-kreations-custom-sd-v-2-1-model-object-copper-heart"
+pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16).to("cuda") 
+
+def inference(prompt, num_samples):
+    all_images = [] 
+    prompt_update = 'kkcopperheart, ' + prompt
+    images = pipe(prompt_update, num_images_per_prompt=num_samples, num_inference_steps=50, guidance_scale=7.5).images
+    all_images.extend(images)
+    return all_images
+
+# Create Gradio interface
+iface = gr.Interface(
+    fn=inference,
+    inputs=["textbox", "slider"],
+    outputs="gallery",
+)
+
+iface.launch()

requirements.txt

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+diffusers==0.11.1
+transformers
+gradio
+ftfy
+accelerate