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Update app.py
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app.py
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@@ -4,32 +4,20 @@ import gradio as gr
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from huggingface_hub import InferenceClient
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import torch
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import spaces
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@spaces.GPU
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def respond(
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message,
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history: list[tuple[str, str]],
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system_message,
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max_tokens,
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temperature,
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top_p,
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):
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messages = [{"role": "system", "content": system_message}]
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messages.append({"role": "user", "content": val[0]})
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if val[1]:
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messages.append({"role": "assistant", "content": val[1]})
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messages.append({"role": "user", "content": message})
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response = ""
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for message in client.chat_completion(
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messages,
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max_tokens=max_tokens,
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@@ -38,29 +26,51 @@ def respond(
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top_p=top_p,
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token = message.choices[0].delta.content
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response += token
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yield response
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if __name__ == "__main__":
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demo.launch()
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from huggingface_hub import InferenceClient
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import torch
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import spaces
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# Initialize the client with your model
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client = InferenceClient("HuggingFaceH4/zephyr-7b-beta") # Replace with your model's name or endpoint
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default_system = 'You are a helpful assistant'
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@spaces.GPU
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def respond(message, history, system_message, max_tokens, temperature, top_p):
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messages = [{"role": "system", "content": system_message}]
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for user, assistant in history:
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messages.append({"role": "user", "content": user})
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messages.append({"role": "assistant", "content": assistant})
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messages.append({"role": "user", "content": message})
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response = ""
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for message in client.chat_completion(
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messages,
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max_tokens=max_tokens,
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top_p=top_p,
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):
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token = message.choices[0].delta.content
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response += token
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yield response
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def clear_session():
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return "", []
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def modify_system_session(system):
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if not system:
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system = default_system
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return system, system, []
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with gr.Blocks() as demo:
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gr.Markdown("<h1 style='text-align: center;'>LLM.C 1.5B Chat Demo 🤖</h1>")
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with gr.Row():
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with gr.Column(scale=3):
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system_input = gr.Textbox(value=default_system, lines=1, label='System Prompt')
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with gr.Column(scale=3):
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modify_system = gr.Button("🛠️ Set system prompt and clear history")
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system_state = gr.Textbox(value=default_system, visible=False)
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chatbot = gr.Chatbot(label='LLM.C Chat')
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message = gr.Textbox(lines=1, label='Your message')
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with gr.Row():
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clear_history = gr.Button("🧹 Clear history")
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submit = gr.Button("🚀 Send")
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with gr.Accordion("Advanced Settings", open=False):
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max_tokens = gr.Slider(minimum=1, maximum=2048, value=512, step=1, label="Max New Tokens")
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temperature = gr.Slider(minimum=0.1, maximum=2.0, value=0.7, step=0.1, label="Temperature")
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top_p = gr.Slider(minimum=0.1, maximum=1.0, value=0.95, step=0.05, label="Top-p (Nucleus Sampling)")
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# Set up event handlers
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message.submit(respond, inputs=[message, chatbot, system_state, max_tokens, temperature, top_p], outputs=[chatbot])
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submit.click(respond, inputs=[message, chatbot, system_state, max_tokens, temperature, top_p], outputs=[chatbot])
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clear_history.click(fn=clear_session, inputs=[], outputs=[message, chatbot])
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modify_system.click(fn=modify_system_session, inputs=[system_input], outputs=[system_state, system_input, chatbot])
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gr.Markdown(
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"""
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## About LLM.C
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Some stuff about llm.c + link to the github repo
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"""
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)
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if __name__ == "__main__":
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demo.launch()
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