Update app.py
Browse files
app.py
CHANGED
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@@ -19,27 +19,29 @@ def generate_text(text):
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# Generate text
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output = model.generate(
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# Decode generated text
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generated_text = tokenizer.decode(output[0], skip_special_tokens=True)
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return
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# Display the generated text
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st.subheader("Generated Blog Post")
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st.write(generated_text)
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except Exception as e:
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st.error(f"An error occurred: {e}")
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if st.button("Generate"):
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generated_text = generate_text(text)
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# Generate text
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output = model.generate(
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input_ids=encoded_input['input_ids'],
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max_length=100, # Specify the max length for the generated text
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num_return_sequences=1, # Number of sequences to generate
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no_repeat_ngram_size=2, # Avoid repeating n-grams of length 2
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top_k=50, # Limits the sampling pool to top_k tokens
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top_p=0.95, # Cumulative probability threshold for nucleus sampling
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temperature=0.7, # Controls the randomness of predictions
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do_sample=True, # Enable sampling
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attention_mask=encoded_input['attention_mask'], # Correct attention mask
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pad_token_id=tokenizer.eos_token_id # Use the end-of-sequence token as padding
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)
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# Decode generated text
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generated_text = tokenizer.decode(output[0], skip_special_tokens=True)
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return generated_text
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except Exception as e:
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st.error(f"An error occurred: {e}")
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return None
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if st.button("Generate"):
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generated_text = generate_text(text)
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if generated_text:
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# Display the generated text
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st.subheader("Generated Blog Post")
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st.write(generated_text)
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