Update app.py

app.py

@@ -14,6 +14,7 @@ def imagine():
 def fancy():
     # try some https://huggingface.co/spaces/stabilityai/stable-diffusion/blob/main/app.py trix
     # for some bizarre reason this results in huggingface.co 'Temporary failure in name resolution'
+    # it works fine in collab...
     block = gr.Blocks()
     with block:
         gr.HTML('''
@@ -21,8 +22,11 @@ def fancy():
             This is an unconditioned diffusion model trained on around 500 
             miscellaneous tiki images from around the web.
                 
-            It was trained for around 1300 epochs with a loss of 0.0249
-            or something... still running fix this later... uhm...
+            It was trained for around 4k epochs with a loss around 1.5%.
+            Despite the loss staying about the same, the visual quality
+            continue[sd] to improve.
+            
+            The 64x64 version (used here took around 12s/epoch)
                 
             It may take a really long time like 120s for some reason.
                 
@@ -41,7 +45,9 @@ def fancy():
             
             btn.click(imagine, inputs=None, outputs=gallery)
             gr.HTML('''
-                Trained with <a href="https://github.com/huggingface/diffusers">diffusers</a>.
+                <p><img src="blob/main/tiki-600e.png"></p>
+
+                <p>Trained with <a href="https://github.com/huggingface/diffusers">diffusers</a>.</p>
             ''')
     #block.queue(max_size=40).launch()
     block.queue().launch()