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Update app.py
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app.py
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@@ -5,18 +5,26 @@ prompt=''' Review the Following text as a human, who is tasked to Extract `Code
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"/{}/"
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'''
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-
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model = AutoModelForSeq2SeqLM.from_pretrained("google/flan-t5-large")
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tokenizer = AutoTokenizer.from_pretrained("google/flan-t5-large")
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def chatbot_model(m,history):
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# Encode the prompt and generate response
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input_ids = tokenizer.encode(prompt.format(m) + tokenizer.eos_token, return_tensors='pt')
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outputs = model.generate(input_ids, max_length=1000, pad_token_id=tokenizer.eos_token_id)
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# Decode the output
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decoded_output = tokenizer.decode(outputs[0], skip_special_tokens=True)
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for i in range(len(decoded_output)):
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time.sleep(0.3)
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yield decoded_output[:i+1]
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"/{}/"
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'''
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replacements = {
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'{': 'OpenCurlyBrace',
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'}': 'CloseCurlyBrace',
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'<': 'LessThanSign'
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}
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model = AutoModelForSeq2SeqLM.from_pretrained("google/flan-t5-large")
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tokenizer = AutoTokenizer.from_pretrained("google/flan-t5-large")
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def chatbot_model(m,history):
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for char, replacement in replacements.items():
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m = m.replace(char, replacement)
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# Encode the prompt and generate response
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input_ids = tokenizer.encode(prompt.format(m) + tokenizer.eos_token, return_tensors='pt')
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outputs = model.generate(input_ids, max_length=1000, pad_token_id=tokenizer.eos_token_id)
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# Decode the output
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decoded_output = tokenizer.decode(outputs[0], skip_special_tokens=True)
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for char, replacement in replacements.items():
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decoded_outputs = decoded_outputs.replace(replacement, char)
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for i in range(len(decoded_output)):
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time.sleep(0.3)
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yield decoded_output[:i+1]
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