Update app.py
Browse files
app.py
CHANGED
@@ -66,65 +66,42 @@ def format_conversation(history, system_prompt):
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"""
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prompt = system_prompt.strip() + "\n"
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for
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user_msg, assistant_msg = turn
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prompt += "User: " + user_msg.strip() + "\n"
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if assistant_msg: # might be None or empty
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prompt += "Assistant: " + assistant_msg.strip() + "\n"
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prompt += "Assistant: "
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return prompt
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def chat_response(user_msg, history, system_prompt,
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model_name, max_tokens, temperature,
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top_k, top_p, repeat_penalty):
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"""
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"""
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cancel_event.clear()
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#
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# Format the conversation for the model
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prompt = format_conversation(history, system_prompt)
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try:
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pipe = load_pipeline(model_name)
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'temperature': temperature,
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'top_k': top_k,
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'top_p': top_p,
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'repetition_penalty': repeat_penalty,
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'streamer': streamer,
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'return_full_text': False
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}
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)
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gen_thread.start()
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# Stream the response
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assistant_text = ''
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for chunk in streamer:
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if cancel_event.is_set():
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break
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assistant_text += chunk
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history[-1][1] = assistant_text
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yield history
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except Exception as e:
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history
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finally:
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gc.collect()
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@@ -189,14 +166,6 @@ css = """
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def get_model_name(full_selection):
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return full_selection.split(" - ")[0]
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# Function to clear chat
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def clear_chat():
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return [], ""
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# Function to handle message submission and clear input
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def submit_message(user_input, history, system_prompt, model_name, max_tokens, temp, k, p, rp):
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return "", history + [[user_input, None]]
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# ------------------------------
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# Gradio UI
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# ------------------------------
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@@ -208,8 +177,6 @@ with gr.Blocks(title="Qwen3 Chat", css=css) as demo:
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</div>
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""")
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chatbot = gr.Chatbot(height=500)
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with gr.Row():
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with gr.Column(scale=3):
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with gr.Group(elem_classes="qwen-container"):
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@@ -232,18 +199,17 @@ with gr.Blocks(title="Qwen3 Chat", css=css) as demo:
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k = gr.Slider(1, 100, value=40, step=1, label="Top-K")
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rp = gr.Slider(1.0, 2.0, value=1.1, step=0.1, label="Repetition Penalty")
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clr = gr.Button("Clear Chat", elem_classes="button-secondary")
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cnl = gr.Button("Cancel Generation", elem_classes="button-secondary")
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with gr.Column(scale=7):
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with gr.Row():
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)
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gr.HTML("""
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<div class="footer">
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</div>
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""")
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#
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).then(
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get_model_name(model), tok, temp, k, p, rp
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),
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inputs=[chatbot, sys_prompt, model_dd, max_tok, temp, k, p, rp],
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outputs=chatbot
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)
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).then(
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get_model_name(model), tok, temp, k, p, rp
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),
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inputs=[chatbot, sys_prompt, model_dd, max_tok, temp, k, p, rp],
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outputs=chatbot
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)
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if __name__ == "__main__":
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demo.launch()
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"""
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prompt = system_prompt.strip() + "\n"
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for user_msg, assistant_msg in history:
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prompt += "User: " + user_msg.strip() + "\n"
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if assistant_msg: # might be None or empty
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prompt += "Assistant: " + assistant_msg.strip() + "\n"
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prompt += "Assistant: "
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return prompt
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def generate_response(user_input, history, system_prompt, model_name, max_tokens, temperature, top_k, top_p, repeat_penalty):
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"""
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Generate a complete response (non-streaming).
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"""
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cancel_event.clear()
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full_history = history.copy()
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# Format conversation for the model
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conversation = format_conversation(full_history, system_prompt)
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try:
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pipe = load_pipeline(model_name)
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output = pipe(
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conversation,
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max_new_tokens=max_tokens,
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temperature=temperature,
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top_k=top_k,
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top_p=top_p,
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repetition_penalty=repeat_penalty,
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return_full_text=False
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)[0]["generated_text"]
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# Return the updated history
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history.append((user_input, output))
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return history
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except Exception as e:
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history.append((user_input, f"Error: {e}"))
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return history
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finally:
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gc.collect()
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def get_model_name(full_selection):
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return full_selection.split(" - ")[0]
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# ------------------------------
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# Gradio UI
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# ------------------------------
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</div>
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""")
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with gr.Row():
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with gr.Column(scale=3):
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with gr.Group(elem_classes="qwen-container"):
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k = gr.Slider(1, 100, value=40, step=1, label="Top-K")
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rp = gr.Slider(1.0, 2.0, value=1.1, step=0.1, label="Repetition Penalty")
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clear_btn = gr.Button("Clear Chat", elem_classes="button-secondary")
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with gr.Column(scale=7):
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chatbot = gr.Chatbot()
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with gr.Row():
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txt = gr.Textbox(
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show_label=False,
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placeholder="Type your message here...",
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lines=2
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)
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submit_btn = gr.Button("Send", variant="primary", elem_classes="button-primary")
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gr.HTML("""
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<div class="footer">
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</div>
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""")
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# Define event handlers
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def user_input(user_message, history):
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return "", history + [(user_message, None)]
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def bot_response(history, sys_prompt, model, max_tok, temp, k, p, rp):
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user_message = history[-1][0]
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bot_message = generate_response(
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user_message,
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history[:-1],
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sys_prompt,
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get_model_name(model),
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max_tok,
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temp,
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k,
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p,
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rp
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)[-1][1]
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history[-1] = (user_message, bot_message)
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return history
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# Connect everything
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submit_btn.click(
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user_input,
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[txt, chatbot],
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[txt, chatbot],
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queue=False
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).then(
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bot_response,
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[chatbot, sys_prompt, model_dd, max_tok, temp, k, p, rp],
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[chatbot]
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)
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txt.submit(
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user_input,
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[txt, chatbot],
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[txt, chatbot],
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queue=False
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).then(
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bot_response,
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[chatbot, sys_prompt, model_dd, max_tok, temp, k, p, rp],
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[chatbot]
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)
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clear_btn.click(lambda: None, None, chatbot, queue=False)
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if __name__ == "__main__":
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demo.launch()
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