Update README.md

README.md

@@ -8,38 +8,3 @@ tags:
 
 
 
-## Model in Action 🚀
-```
-import torch
-from transformers import PegasusForConditionalGeneration, PegasusTokenizer
-model_name = 'nashtur/postbox'
-torch_device = 'cuda' if torch.cuda.is_available() else 'cpu'
-tokenizer = PegasusTokenizer.from_pretrained(model_name)
-model = PegasusForConditionalGeneration.from_pretrained(model_name).to(torch_device)
-
-def get_response(input_text,num_return_sequences,num_beams):
-  batch = tokenizer([input_text],truncation=True,padding='longest',max_length=60, return_tensors="pt").to(torch_device)
-  translated = model.generate(**batch,max_length=60,num_beams=num_beams, num_return_sequences=num_return_sequences, temperature=1.5)
-  tgt_text = tokenizer.batch_decode(translated, skip_special_tokens=True)
-  return tgt_text
-```
-#### Example: 
-```
-num_beams = 10
-num_return_sequences = 10
-context = "The ultimate test of your knowledge is your capacity to convey it to another."
-get_response(context,num_return_sequences,num_beams)
-# output:
-['The test of your knowledge is your ability to convey it.',
- 'The ability to convey your knowledge is the ultimate test of your knowledge.',
- 'The ability to convey your knowledge is the most important test of your knowledge.',
- 'Your capacity to convey your knowledge is the ultimate test of it.',
- 'The test of your knowledge is your ability to communicate it.',
- 'Your capacity to convey your knowledge is the ultimate test of your knowledge.',
- 'Your capacity to convey your knowledge to another is the ultimate test of your knowledge.',
- 'Your capacity to convey your knowledge is the most important test of your knowledge.',
- 'The test of your knowledge is how well you can convey it.',
- 'Your capacity to convey your knowledge is the ultimate test.']
-```
-
-