replace stuff.

app.py

@@ -51,21 +51,27 @@ with block:
                   <rect x="23" y="69" width="23" height="23" fill="black"></rect>
                 </svg>
                 <h1 style="font-weight: 900; margin-bottom: 7px;margin-top:5px">
-                Evaluate Schedulers with StableDiffusionPipeline 🧨
+                  Stable Diffusion 2.1 Demo
                 </h1>
               </div>
               <p style="margin-bottom: 10px; font-size: 94%; line-height: 23px;">
-                This Space allows you to quantitatively compare <a href=https://huggingface.co/docs/diffusers/using-diffusers/schedulers>different noise schedulers</a> with a <a href=https://huggingface.co/docs/diffusers/api/pipelines/stable_diffusion/overview>`StableDiffusionPipeline`</a>.
-                <br>One of the applications of this Space could be to evaluate different schedulers for a certain Stable Diffusion checkpoint<br> for a fixed number of inference steps.
+                Stable Diffusion 2.1 is the latest text-to-image model from StabilityAI. <a style="text-decoration: underline;" href="https://huggingface.co/spaces/stabilityai/stable-diffusion-1">Access Stable Diffusion 1 Space here</a><br>For faster generation and API
+                access you can try
+                <a
+                  href="http://beta.dreamstudio.ai/"
+                  style="text-decoration: underline;"
+                  target="_blank"
+                  >DreamStudio Beta</a
+                >.</a>
               </p>
             </div>
         """
     )
     with gr.Group():
-      with gr.Box():
-        with gr.Row(elem_id="prompt-container").style(equal_height=True):
-          with gr.Column():
-            text = gr.Textbox(
+        with gr.Box():
+            with gr.Row(elem_id="prompt-container").style(mobile_collapse=False, equal_height=True):
+                with gr.Column():
+                    text = gr.Textbox(
                         label="Enter your prompt",
                         show_label=False,
                         max_lines=1,
@@ -76,7 +82,7 @@ with block:
                         rounded=(True, False, False, True),
                         container=False,
                     )
-            negative = gr.Textbox(
+                    negative = gr.Textbox(
                         label="Enter your negative prompt",
                         show_label=False,
                         max_lines=1,
@@ -87,34 +93,11 @@ with block:
                         rounded=(True, False, False, True),
                         container=False,
                     )
-          btn = gr.Button("Generate image").style(
-              margin=False,
-              rounded=(False, True, True, False),
-              full_width=False,
-          )
-      gr.HTML(
-        """
-          <div class="acknowledgments">
-          <p><h4>How it works?</h4>
-      <ul>
-        <li> The evaluator first sets a seed and then generates the initial noise which is passed as the initial latent to start the image generation process. It is done to ensure fair comparison.</li>
-        <li>This initial latent is used every time the pipeline is run (with different schedulers).</li>
-        <li>To quantify the quality of the generated images we use:</li>
-        <ul>
-            <li><a href=https://en.wikipedia.org/wiki/Inception_score>Inception Score</a></li>
-            <li><a href=https://arxiv.org/abs/2104.08718>Clip Score</a></li>
-          </ul>
-      </ul></p>
-        <p><h4>Notes</h4>
-        <ul>
-          <li>The default scheduler associated with the provided checkpoint is always used for reporting the scores.</li>
-        <li>Increasing both the number of images per prompt and the number of inference steps could quickly build up the inference queue and thus
-  resulting in slowdowns.</li>
-        </ul>
-        </p>
-                </div>
-          """
-      )
+                btn = gr.Button("Generate image").style(
+                    margin=False,
+                    rounded=(False, True, True, False),
+                    full_width=False,
+                )
 
 
 block.launch()