test

app.py

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+import matplotlib.pyplot as plt
+import gradio as gr
+import paddlehub as hub
+
+ernie_zeus = hub.Module('ernie_zeus')
+
+
+def inference(task: str,
+              text: str,
+              min_dec_len: int = 2,
+              seq_len: int = 512,
+              topp: float = 0.9,
+              penalty_score: float = 1.0):
+    return "success"
+
+
+title = "ERNIE-ViLG"
+
+description = "ERNIE-ViLG model, which supports text-to-image task."
+
+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;
+        }
+        .container {
+            max-width: 730px;
+            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;
+        }
+        .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;
+        }
+        .prompt h4{
+            margin: 1.25em 0 .25em 0;
+            font-weight: bold;
+            font-size: 115%;
+        }
+"""
+
+block = gr.Blocks(css=css)
+
+examples = [
+    [
+        '戴着眼镜的猫',
+        '油画'
+    ],
+    [
+        '日落时的城市天际线,史前遗迹风格',
+        '油画'
+    ],
+    [
+        '一只猫坐在椅子上，戴着一副墨镜, low poly 风格',
+        '卡通'
+    ],
+]
+
+with block:
+    gr.HTML(
+        """
+            <div style="text-align: center; max-width: 650px; margin: 0 auto;">
+              <div
+                style="
+                  display: inline-flex;
+                  align-items: center;
+                  gap: 0.8rem;
+                  font-size: 1.75rem;
+                  margin-bottom: 10px;
+                  justify-content: center;
+                "
+              >
+              <img src="https://user-images.githubusercontent.com/22424850/187387422-f6c9ccab-7fda-416e-a24d-7d6084c46f67.jpg" alt="Paddlehub" width="40%">
+              </div> 
+              <div
+                style="
+                  display: inline-flex;
+                  align-items: center;
+                  gap: 0.8rem;
+                  font-size: 1.75rem;
+                  margin-bottom: 10px;
+                  justify-content: center;
+                ">
+              <h1 style="font-weight: 900; margin-bottom: 7px;">
+                  ERNIE-ViLG Demo
+              </h1>
+              </div> 
+              <p style="margin-bottom: 10px; font-size: 94%">
+                ERNIE-ViLG is a state-of-the-art text-to-image model that generates
+                images from Chinese text.
+              </p>
+            </div>
+        """
+    )
+    with gr.Group():
+        with gr.Box():
+            with gr.Row().style(mobile_collapse=False, equal_height=True):
+                text = gr.Textbox(
+                    value='戴着眼镜的猫',
+                    label="Prompt (Chinese)",
+                    show_label=False,
+                    max_lines=1,
+                    placeholder="Enter your Chinese prompt",
+                ).style(
+                    border=(True, False, True, True),
+                    rounded=(True, False, False, True),
+                    container=False,
+                )
+                btn = gr.Button("Generate text").style(
+                    margin=False,
+                    rounded=(False, True, True, False),
+                )
+        task = gr.Dropdown(label="task", choices=[
+                             '水彩', '油画', '粉笔画', '卡通', '蜡笔画', '儿童画', '探索无限'], value='油画')
+        
+        min_dec_len = gr.Number(label="min_dec_len", value=1)
+        seq_len = gr.Number(label="seq_len", value=128)
+        topp = gr.Number(label="topp", value=1.0)
+        penalty_score = gr.Number(label="penalty_score", value=1.0)
+        
+        text_gen = gr.Gallery(
+            value=['images/%02d.jpg' % i for i in range(1, 7)], label="Generated images", show_label=False, elem_id="gallery"
+        ).style(grid=[2, 3], height="auto")
+
+        ex = gr.Examples(examples=examples, fn=inference, inputs=[
+                         text, task], outputs=text_gen, cache_examples=False)
+        ex.dataset.headers = [""]
+
+        text.submit(inference, inputs=[text, task], outputs=text_gen)
+        btn.click(inference, inputs=[text, task], outputs=text_gen)
+        gr.HTML(
+            """
+                <div class="prompt">
+                    <p><h4>Prompt公式</h4>
+                    <span> Prompt = [形容词] [主语] ，[细节设定]， [修饰语或者艺术家]。 </span>
+                    关于各部分的构造方式和效果，可以参考<a href="https://github.com/PaddlePaddle/PaddleHub/tree/develop/modules/image/text_to_image/ernie_vilg#六-prompt-指南" style="text-decoration: underline;" target="_blank">YouPromptMe指南</a>。
+                    </p>   
+               </div>
+                <div class="footer">
+                    <p>Model by <a href="https://github.com/PaddlePaddle/PaddleHub" style="text-decoration: underline;" target="_blank">PaddleHub</a> and <a href="https://wenxin.baidu.com" style="text-decoration: underline;" target="_blank">文心大模型</a> - Gradio Demo by 🤗 Hugging Face
+                    </p>
+                </div>
+                 
+           """
+        )
+
+block.queue(max_size=100000, concurrency_count=100000).launch()