Spaces:
Running
Running
File size: 603 Bytes
a5dca46 ccd2173 a5dca46 ccd2173 |
1 2 3 4 5 6 7 8 9 10 |
from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
tokenizer = AutoTokenizer.from_pretrained("EE21/Fine-tuned-BART-ToS-Summarization")
model = AutoModelForSeq2SeqLM.from_pretrained("EE21/Fine-tuned-BART-ToS-Summarization")
def summarize_with_bart(input_text):
inputs = tokenizer.encode("summarize: " + input_text, return_tensors="pt", max_length=1024, truncation=True)
summary_ids = model.generate(inputs, max_length=150, min_length=40, length_penalty=2.0, num_beams=4, early_stopping=True)
summary = tokenizer.decode(summary_ids[0], skip_special_tokens=True)
return summary |