Spaces:
Running
on
Zero
Running
on
Zero
modify interface
Browse files
app.py
CHANGED
@@ -31,8 +31,9 @@ def create_prompt(system_message, user_message, tool_definition="", context=""):
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else:
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return f"<extra_id_0>System\n{system_message}\n\n<extra_id_1>User\n{user_message}\n<extra_id_1>Assistant\n"
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@spaces.GPU(duration=94)
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def generate_response(message, history, system_message, max_tokens, temperature, top_p, use_pipeline=False, tool_definition="", context=""):
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full_prompt = create_prompt(system_message, message, tool_definition, context)
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if use_pipeline:
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@@ -52,7 +53,7 @@ def generate_response(message, history, system_message, max_tokens, temperature,
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max_new_tokens=max_tokens,
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temperature=temperature,
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top_p=top_p,
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do_sample=
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attention_mask=attention_mask
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)
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@@ -66,6 +67,9 @@ def generate_response(message, history, system_message, max_tokens, temperature,
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return assistant_response
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with gr.Blocks() as demo:
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with gr.Row():
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gr.Markdown(title)
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@@ -79,23 +83,15 @@ with gr.Blocks() as demo:
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with gr.Group():
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gr.Markdown(joinus)
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with gr.Row():
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with gr.Column(scale=
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)
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context = gr.Textbox(
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label="Context",
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lines=2,
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placeholder="Enter additional context information..."
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)
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max_tokens = gr.Slider(minimum=1, maximum=1024, value=256, step=1, label="Max 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")
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use_pipeline = gr.Checkbox(label="Use Pipeline", value=False)
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use_tool = gr.Checkbox(label="Use Function Calling", value=False)
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with gr.Column(visible=False) as tool_options:
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@@ -105,29 +101,37 @@ with gr.Blocks() as demo:
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lines=15,
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language="json"
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)
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send = gr.Button("Send")
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with gr.Column(scale=1):
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chatbot = gr.Chatbot(label="🤖 Mistral-NeMo", height=400)
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def user(user_message, history):
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return "", history + [[user_message, None]]
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def bot(history,
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user_message = history[-1][0]
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bot_message = generate_response(user_message, history,
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history[-1][1] = bot_message
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return history
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)
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)
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clear.click(lambda: None, None, chatbot, queue=False)
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use_tool.change(
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fn=lambda x: gr.update(visible=x),
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else:
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return f"<extra_id_0>System\n{system_message}\n\n<extra_id_1>User\n{user_message}\n<extra_id_1>Assistant\n"
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+
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@spaces.GPU(duration=94)
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def generate_response(message, history, system_message, max_tokens, temperature, top_p, do_sample, use_pipeline=False, tool_definition="", context=""):
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full_prompt = create_prompt(system_message, message, tool_definition, context)
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if use_pipeline:
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max_new_tokens=max_tokens,
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temperature=temperature,
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top_p=top_p,
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do_sample=do_sample,
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attention_mask=attention_mask
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)
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return assistant_response
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def update_advanced_settings(show_advanced):
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return {"visible": show_advanced}
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with gr.Blocks() as demo:
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with gr.Row():
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gr.Markdown(title)
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with gr.Group():
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gr.Markdown(joinus)
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with gr.Row():
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with gr.Column(scale=2):
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system_prompt = gr.TextArea(label="📑Context", placeholder="add context here...", lines=5)
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user_input = gr.TextArea(label="🤷🏻♂️User Input", placeholder="Hi there my name is Tonic!", lines=2)
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advanced_checkbox = gr.Checkbox(label="🧪 Advanced Settings", value=False)
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with gr.Column(visible=False) as advanced_settings:
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max_length = gr.Slider(label="📏Max Length", minimum=12, maximum=1700, value=650, step=1)
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temperature = gr.Slider(label="🌡️Temperature", minimum=0.01, maximum=1.0, value=0.7, step=0.01)
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top_p = gr.Slider(label="⚛️Top-p (Nucleus Sampling)", minimum=0.1, maximum=1.0, value=0.9, step=0.01)
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# do_sample = gr.Checkbox(label="Do Sample", value=True)
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use_pipeline = gr.Checkbox(label="Use Pipeline", value=False)
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use_tool = gr.Checkbox(label="Use Function Calling", value=False)
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with gr.Column(visible=False) as tool_options:
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lines=15,
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language="json"
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)
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generate_button = gr.Button(value="🤖Mistral-NeMo-Minitron")
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with gr.Column(scale=2):
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chatbot = gr.Chatbot(label="🤖Mistral-NeMo-Minitron")
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def user(user_message, history):
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return "", history + [[user_message, None]]
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def bot(history, system_prompt, max_length, temperature, top_p, advanced_settings, use_pipeline, tool_definition):
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user_message = history[-1][0]
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bot_message = generate_response(user_message, history, system_prompt, max_length, temperature, top_p, advanced_checkbox, use_pipeline, tool_definition)
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history[-1][1] = bot_message
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return history
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generate_button.click(
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user,
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[user_input, chatbot],
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[user_input, chatbot],
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queue=False
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).then(
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bot,
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[chatbot, system_prompt, max_length, temperature, top_p, advanced_checkbox, use_pipeline, tool_definition],
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chatbot
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)
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advanced_checkbox.change(
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fn=update_advanced_settings,
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inputs=[advanced_checkbox],
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outputs=advanced_settings
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)
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use_tool.change(
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fn=lambda x: gr.update(visible=x),
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