Create app.py

app.py

@@ -0,0 +1,183 @@
+import gradio as gr
+import requests
+import io
+import random
+import os
+from PIL import Image
+
+API_URL = "https://api-inference.huggingface.co/models/Satyam-Singh/LLaVa-Imagine"
+API_TOKEN = os.getenv("HF_READ_TOKEN") # it is free
+headers = {"Authorization": f"Bearer {API_TOKEN}"}
+
+def query(prompt, is_negative=False, steps=1, cfg_scale=6, seed=None):
+    payload = {
+        "inputs": prompt,
+        "is_negative": is_negative,
+        "steps": steps,
+        "cfg_scale": cfg_scale,
+        "seed": seed if seed is not None else random.randint(-1, 2147483647)
+        }
+
+    image_bytes = requests.post(API_URL, headers=headers, json=payload).content
+    image = Image.open(io.BytesIO(image_bytes))
+    return image
+
+
+css = """
+        .gradio-container {
+            font-family: 'IBM Plex Sans', sans-serif;
+        }
+        .gr-button {
+            color: white;
+            border-color: black;
+            background: black;
+        }
+        input[type='range'] {
+            accent-color: black;
+        }
+        .dark input[type='range'] {
+            accent-color: #dfdfdf;
+        }
+        .gradio-container {
+            max-width: 730px !important;
+            margin: auto;
+            padding-top: 1.5rem;
+        }
+        #gallery {
+            min-height: 22rem;
+            margin-bottom: 15px;
+            margin-left: auto;
+            margin-right: auto;
+            border-bottom-right-radius: .5rem !important;
+            border-bottom-left-radius: .5rem !important;
+        }
+        #gallery>div>.h-full {
+            min-height: 20rem;
+        }
+        .details:hover {
+            text-decoration: underline;
+        }
+        .gr-button {
+            white-space: nowrap;
+        }
+        .gr-button:focus {
+            border-color: rgb(147 197 253 / var(--tw-border-opacity));
+            outline: none;
+            box-shadow: var(--tw-ring-offset-shadow), var(--tw-ring-shadow), var(--tw-shadow, 0 0 #0000);
+            --tw-border-opacity: 1;
+            --tw-ring-offset-shadow: var(--tw-ring-inset) 0 0 0 var(--tw-ring-offset-width) var(--tw-ring-offset-color);
+            --tw-ring-shadow: var(--tw-ring-inset) 0 0 0 calc(3px var(--tw-ring-offset-width)) var(--tw-ring-color);
+            --tw-ring-color: rgb(191 219 254 / var(--tw-ring-opacity));
+            --tw-ring-opacity: .5;
+        }
+        #advanced-btn {
+            font-size: .7rem !important;
+            line-height: 19px;
+            margin-top: 12px;
+            margin-bottom: 12px;
+            padding: 2px 8px;
+            border-radius: 14px !important;
+        }
+        #advanced-options {
+            display: none;
+            margin-bottom: 20px;
+        }
+        .footer {
+            margin-bottom: 45px;
+            margin-top: 35px;
+            text-align: center;
+            border-bottom: 1px solid #e5e5e5;
+        }
+        .footer>p {
+            font-size: .8rem;
+            display: inline-block;
+            padding: 0 10px;
+            transform: translateY(10px);
+            background: white;
+        }
+        .dark .footer {
+            border-color: #303030;
+        }
+        .dark .footer>p {
+            background: #0b0f19;
+        }
+        .acknowledgments h4{
+            margin: 1.25em 0 .25em 0;
+            font-weight: bold;
+            font-size: 115%;
+        }
+        .animate-spin {
+            animation: spin 1s linear infinite;
+        }
+        @keyframes spin {
+            from {
+                transform: rotate(0deg);
+            }
+            to {
+                transform: rotate(360deg);
+            }
+        }
+        #share-btn-container {padding-left: 0.5rem !important; padding-right: 0.5rem !important; background-color: #000000; justify-content: center; align-items: center; border-radius: 9999px !important; max-width: 13rem; margin-left: auto;}
+        div#share-btn-container > div {flex-direction: row;background: black;align-items: center}
+        #share-btn-container:hover {background-color: #060606}
+        #share-btn {all: initial; color: #ffffff;font-weight: 600; cursor:pointer; font-family: 'IBM Plex Sans', sans-serif; margin-left: 0.5rem !important; padding-top: 0.5rem !important; padding-bottom: 0.5rem !important;right:0;}
+        #share-btn * {all: unset}
+        #share-btn-container div:nth-child(-n+2){width: auto !important;min-height: 0px !important;}
+        #share-btn-container .wrap {display: none !important}
+        #share-btn-container.hidden {display: none!important}
+
+        .gr-form{
+            flex: 1 1 50%; border-top-right-radius: 0; border-bottom-right-radius: 0;
+        }
+        #prompt-container{
+            gap: 0;
+        }
+        #prompt-container .form{
+        border-top-right-radius: 0;
+        border-bottom-right-radius: 0;
+        }
+        #gen-button{
+        border-top-left-radius:0;
+        border-bottom-left-radius:0;
+        }
+        #prompt-text-input, #negative-prompt-text-input{padding: .45rem 0.625rem}
+        #component-16{border-top-width: 1px!important;margin-top: 1em}
+        .image_duplication{position: absolute; width: 100px; left: 50px}
+        .tabitem{border: 0 !important}
+"""
+
+with gr.Blocks(css=css, theme="pseudolab/huggingface-korea-theme") as llava:
+    gr.HTML(
+        """
+            <div style="text-align: center; margin: 0 auto;">
+              <div
+                style="
+                  display: inline-flex;
+                  align-items: center;
+                  gap: 0.8rem;
+                  font-size: 1.75rem;
+                "
+              >
+                <h1 style="font-weight: 900; margin-bottom: 7px;margin-top:5px">
+                  DALL•E 3 XL
+                </h1> 
+              </div>
+              <p style="margin-bottom: 10px; font-size: 94%; line-height: 23px;">
+                This space demonstrates the work of the model <a style="text-decoration: underline;" href="https://huggingface.co/Satyam-Singh/LLaVa-Imagine">Satyam-Singh/LLaVa-Imagine</a>.
+              </p>
+            </div>
+        """
+    )
+
+    with gr.Row():
+        image_output = gr.Image(type="pil", label="Output Image", elem_id="gallery")
+        with gr.Column(elem_id="prompt-container"):
+            text_prompt = gr.Textbox(label="Prompt", placeholder="a cute cat", lines=1, elem_id="prompt-text-input")
+            text_button = gr.Button("Generate", variant='primary', elem_id="gen-button")
+
+    with gr.Accordion("Advanced settings", open=False):
+        negative_prompt = gr.Textbox(label="Negative Prompt", value="text, blurry, fuzziness", lines=1, elem_id="negative-prompt-text-input")
+
+    text_button.click(query, inputs=[text_prompt, negative_prompt], outputs=image_output)
+
+llava.launch(show_api=True)