Update app.py

app.py

@@ -52,7 +52,6 @@ def conv_block(in_nc: int, out_nc: int) -> nn.Sequential:
         nn.LeakyReLU(negative_slope=0.2, inplace=True),
     )
 
-
 class ResidualDenseBlock_5C(nn.Module):
     """
     Residual Dense Block
@@ -508,7 +507,7 @@ def upscaler(
     prompt: str = "Photorealistic, Hyperrealistic, Realistic Photography, High-Quality Photography, Natural.",
     negative_prompt: str = "Distorted, Discontinuous, Blurry, Doll-Like, Overly-Plastic, Low-Quality, Painted, Smoothed, Artificial, Phony, Gaudy, Digital Effects.",
     seed: int = int(str(random.random()).split(".")[1]),
-    upscale_factor: int = 4,
+    upscale_factor: int = 2,
     controlnet_scale: float = 0.6,
     controlnet_decay: float = 1.0,
     condition_scale: int = 6,
@@ -547,11 +546,11 @@ def upscaler(
     return enhanced_image
 
 def summarize_text(
-    text, min_length=2, max_length=8
+    text, min_length=5, max_length=20
 ):
     log(f'CALL summarize_text')
     summ = pipeline("summarization", model="google/pegasus-large")
-    summary = summ("summarize: " + text, max_length=max_length, min_length=min_length, do_sample=True)[0]["summary_text"]
+    summary = summ("Summarize accurately, highlighting key information: " + text, max_length=max_length, min_length=min_length)[0]["summary_text"]
     log(f'RET summarize_text with summary as {summary}')
     return summary
 
@@ -626,7 +625,7 @@ def handle_generation(artist,song,genre,lyrics):
 
     neg = f"Sexuality, Humanity, Textual, Labeled, Distorted, Discontinuous, Blurry, Doll-Like, Overly Plastic, Low-Quality, Painted, Smoothed, Artificial, Phony, Gaudy, Digital Effects."
     q = "\""
-    pos = f'Hyperrealistic Photography, High-Quality Photography, Natural, made for the { pos_genre } song "{ pos_song }"{ pos_lyrics_sum if pos_lyrics_sum == "" else ": " + q + pos_lyrics_sum + q }.'
+    pos = f'HQ Hyper-realistic { pos_genre } song "{ pos_song }"{ pos_lyrics_sum if pos_lyrics_sum == "" else ": " + pos_lyrics_sum }.'
 
     print(f"""
         Positive: {pos}