pavishnikarthikeyan commited on
Commit
c4edab0
·
verified ·
1 Parent(s): f7b0c04

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +4 -2
app.py CHANGED
@@ -4,10 +4,11 @@ from transformers import pipeline
4
 
5
  # Use a pipeline as a high-level helper
6
  device = 0 if torch.cuda.is_available() else -1
7
- text_summary = pipeline("summarization", model="Falconsai/text_summarization",device=device,torch_dtype=torch.bfloat16)
8
 
9
  def summary(input):
10
- output = text_summary(input)
 
11
  return output[0]['summary_text']
12
 
13
  gr.close_all()
@@ -22,3 +23,4 @@ demo = gr.Interface(
22
  )
23
 
24
  demo.launch()
 
 
4
 
5
  # Use a pipeline as a high-level helper
6
  device = 0 if torch.cuda.is_available() else -1
7
+ text_summary = pipeline("summarization", model="Falconsai/text_summarization", device=device, torch_dtype=torch.bfloat16)
8
 
9
  def summary(input):
10
+ # Adjust max_length and min_length for better summarization
11
+ output = text_summary(input, max_length=200, min_length=50, truncation=True)
12
  return output[0]['summary_text']
13
 
14
  gr.close_all()
 
23
  )
24
 
25
  demo.launch()
26
+