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Update app.py
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app.py
CHANGED
@@ -6,7 +6,7 @@ import gradio as gr
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# Use GPU if available
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device = "cuda" if torch.cuda.is_available() else "cpu"
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# Base model and adapter paths
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base_model_name = "microsoft/phi-2" # Pull from HF Hub directly
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adapter_path = "Shriti09/Microsoft-Phi-QLora" # Update with your Hugging Face repo path
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@@ -30,7 +30,7 @@ print("✅ Model ready for inference!")
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# Chat function with history
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def chat_fn(message, history):
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#
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full_prompt = ""
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for user_msg, bot_msg in history:
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full_prompt += f"User: {user_msg}\nAI: {bot_msg}\n"
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@@ -53,8 +53,10 @@ def chat_fn(message, history):
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response = tokenizer.decode(outputs[0], skip_special_tokens=True)
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response = response.split("AI:")[-1].strip()
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# Append to history
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history.append(
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return history, history
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# Gradio UI
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@@ -72,5 +74,5 @@ with gr.Blocks(theme=gr.themes.Soft()) as demo:
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clear.click(lambda: [], None, chatbot)
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clear.click(lambda: [], None, state)
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# Run the app without the 'concurrency_count' argument
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demo.queue().launch()
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# Use GPU if available
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device = "cuda" if torch.cuda.is_available() else "cpu"
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# Base model and adapter paths
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base_model_name = "microsoft/phi-2" # Pull from HF Hub directly
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adapter_path = "Shriti09/Microsoft-Phi-QLora" # Update with your Hugging Face repo path
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# Chat function with history
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def chat_fn(message, history):
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# Convert history to the required format for gr.Chatbot (list of dictionaries with role and content)
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full_prompt = ""
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for user_msg, bot_msg in history:
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full_prompt += f"User: {user_msg}\nAI: {bot_msg}\n"
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response = tokenizer.decode(outputs[0], skip_special_tokens=True)
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response = response.split("AI:")[-1].strip()
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# Append to history in the correct format for gr.Chatbot (list of dictionaries)
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history.append({"role": "user", "content": message})
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history.append({"role": "assistant", "content": response})
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return history, history
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# Gradio UI
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clear.click(lambda: [], None, chatbot)
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clear.click(lambda: [], None, state)
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# Run the app without the 'concurrency_count' argument and share the app publicly
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demo.queue().launch(share=True)
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