Update app.py
Browse files
app.py
CHANGED
@@ -14,7 +14,7 @@ model.to(device)
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if device.type == 'cuda':
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model = model.half() # Use FP16 precision
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def generate_response(prompt, model, tokenizer, max_length=100, num_beams=1, temperature=0.7, top_p=0.9, repetition_penalty=
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# Prepare the prompt
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prompt = f"User: {prompt}\nAssistant:"
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inputs = tokenizer(prompt, return_tensors='pt', padding=True, truncation=True, max_length=512).to(device)
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@@ -26,7 +26,7 @@ def generate_response(prompt, model, tokenizer, max_length=100, num_beams=1, tem
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num_beams=num_beams, # Use a lower number of beams
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temperature=temperature,
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top_p=top_p,
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repetition_penalty=repetition_penalty,
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early_stopping=True
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)
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response = tokenizer.decode(outputs[0], skip_special_tokens=True)
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@@ -50,7 +50,7 @@ def respond(message, history: list[tuple[str, str]]):
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conversation += f"User: {message}\nAssistant:"
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# Fixed values for generation parameters
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max_tokens = 100 #
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temperature = 0.7
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top_p = 0.9
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if device.type == 'cuda':
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model = model.half() # Use FP16 precision
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def generate_response(prompt, model, tokenizer, max_length=100, num_beams=1, temperature=0.7, top_p=0.9, repetition_penalty=2.0):
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# Prepare the prompt
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prompt = f"User: {prompt}\nAssistant:"
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inputs = tokenizer(prompt, return_tensors='pt', padding=True, truncation=True, max_length=512).to(device)
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num_beams=num_beams, # Use a lower number of beams
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temperature=temperature,
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top_p=top_p,
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repetition_penalty=repetition_penalty, # Increased repetition penalty
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early_stopping=True
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)
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response = tokenizer.decode(outputs[0], skip_special_tokens=True)
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conversation += f"User: {message}\nAssistant:"
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# Fixed values for generation parameters
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max_tokens = 100 # Adjusted max tokens
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temperature = 0.7
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top_p = 0.9
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