Spaces:
Sleeping
Sleeping
DylanZimmer commited on
Commit ·
d564e7e
1
Parent(s): 8b8a804
Add history to interface
Browse files
app.py
CHANGED
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@@ -1,17 +1,21 @@
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import gradio as gr
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from transformers import pipeline
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# Load model locally
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pipe = pipeline("text-generation", model="HuggingFaceTB/SmolLM3-3B-Base")
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def respond(message, system_message, max_tokens, temperature, top_p):
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#
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conversation_text = system_message + "\n"
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for user_msg, bot_msg in history:
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if user_msg:
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conversation_text += f"User: {user_msg}\n"
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if bot_msg:
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conversation_text += f"Assistant: {bot_msg}\n"
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conversation_text += f"User: {message}\nAssistant:"
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# Generate response
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@@ -23,31 +27,29 @@ def respond(message, system_message, max_tokens, temperature, top_p):
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do_sample=True
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)
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return outputs[0]["generated_text"].replace(conversation_text, "").strip()
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#
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iface = gr.Interface(
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fn=respond,
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inputs=[
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gr.Textbox(label="Message"),
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gr.Textbox(label="System message", value="You are a friendly Chatbot."),
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gr.Slider(
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gr.Slider(
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gr.Slider(
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],
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outputs=
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)
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demo = gr.ChatInterface(
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respond,
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additional_inputs=[
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gr.Textbox(value="You are a friendly Chatbot.", label="System message"),
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gr.Slider(minimum=1, maximum=2048, value=512, step=1, label="Max new tokens"),
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gr.Slider(minimum=0.1, maximum=4.0, value=0.7, step=0.1, label="Temperature"),
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gr.Slider(minimum=0.1, maximum=1.0, value=0.95, step=0.05, label="Top-p (nucleus sampling)"),
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],
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)
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"""
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if __name__ == "__main__":
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iface.launch(share=True)
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import gradio as gr
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from transformers import pipeline
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# Load model locally
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pipe = pipeline("text-generation", model="HuggingFaceTB/SmolLM3-3B-Base")
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def respond(message, system_message, max_tokens, temperature, top_p, history):
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# Start conversation with system message
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conversation_text = system_message + "\n"
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# Append history
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for user_msg, bot_msg in history:
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if user_msg:
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conversation_text += f"User: {user_msg}\n"
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if bot_msg:
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conversation_text += f"Assistant: {bot_msg}\n"
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+
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# Current user message
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conversation_text += f"User: {message}\nAssistant:"
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# Generate response
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do_sample=True
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)
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assistant_reply = outputs[0]["generated_text"].replace(conversation_text, "").strip()
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# Update history
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history.append([message, assistant_reply])
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return assistant_reply, history
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# Gradio interface
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iface = gr.Interface(
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fn=respond,
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inputs=[
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gr.Textbox(label="Message"),
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gr.Textbox(label="System message", value="You are a friendly Chatbot."),
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gr.Slider(1, 2048, value=512, label="Max new tokens"),
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gr.Slider(0.1, 4.0, value=0.7, label="Temperature"),
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gr.Slider(0.1, 1.0, value=0.95, label="Top-p"),
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gr.State([]) # Holds history as a list of [user, bot] tuples
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],
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outputs=[
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gr.Textbox(label="Assistant Reply"),
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gr.State() # Return updated history
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]
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)
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if __name__ == "__main__":
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iface.launch(share=True)
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