Update app.py
Browse files
app.py
CHANGED
@@ -3,40 +3,6 @@ from llama_cpp import Llama
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from huggingface_hub import hf_hub_download
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import random
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# Custom CSS for better styling
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custom_css = """
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.gradio-container {
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background: linear-gradient(to bottom, #1a1a2e, #16213e) !important;
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}
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.header-text {
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text-align: center;
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color: #e2e8f0;
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font-size: 2.5em;
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font-weight: bold;
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margin: 1em 0;
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text-shadow: 0 0 10px rgba(255, 255, 255, 0.3);
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}
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.subheader {
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text-align: center;
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color: #94a3b8;
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font-size: 1.2em;
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margin-bottom: 2em;
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}
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.controls-section {
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background: rgba(255, 255, 255, 0.05);
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padding: 1.5em;
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border-radius: 10px;
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margin: 1em 0;
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}
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.model-info {
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background: rgba(0, 0, 0, 0.2);
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padding: 1em;
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border-radius: 8px;
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margin-top: 1em;
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color: #94a3b8;
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}
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"""
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# Initialize model
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model_path = hf_hub_download(
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repo_id="AstroMLab/AstroSage-8B-GGUF",
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@@ -75,43 +41,25 @@ def respond(message, history, system_message, max_tokens, temperature, top_p):
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messages.append({"role": "assistant", "content": assistant_msg})
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messages.append({"role": "user", "content": message})
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# Remove the last assistant message from history
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if history and len(history) > 0:
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history = history[:-1]
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# Generate a new response
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return respond(message, history, system_message, max_tokens, temperature, top_p)
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def clear_context():
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return [], get_random_greeting()
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with gr.Blocks(
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gr.HTML(
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"""
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<div class="header-text">π AstroSage-LLAMA-3.1-8B</div>
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<div class="subheader">Your AI Guide to the Cosmos</div>
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"""
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)
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chatbot = gr.Chatbot(
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height=400,
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show_label=False,
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)
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msg = gr.Textbox(
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placeholder="Ask about astronomy, astrophysics, or cosmology...",
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show_label=False,
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)
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with gr.Accordion("Advanced Settings", open=False) as advanced_settings:
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system_msg = gr.Textbox(
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label="System Message",
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lines=3
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)
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maximum=2048,
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value=512,
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step=1,
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label="Max Tokens"
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)
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temperature = gr.Slider(
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minimum=0.1,
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maximum=4.0,
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value=0.7,
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step=0.1,
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label="Temperature"
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)
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top_p = gr.Slider(
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minimum=0.1,
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maximum=1.0,
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value=0.9,
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step=0.05,
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label="Top-p"
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)
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with gr.Row():
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clear = gr.Button("π New Chat")
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regenerate_btn = gr.Button("π Regenerate")
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submit = gr.Button("Send π", variant="primary")
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<p>π« Specialized in astronomy, astrophysics, and cosmology</p>
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</div>
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"""
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)
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# Set up event handlers
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msg.submit(
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respond,
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[msg, chatbot, system_msg, max_tokens, temperature, top_p],
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[chatbot],
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queue=False
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).then(
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lambda: "",
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None,
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[msg],
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queue=False
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)
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submit.click(
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[msg, chatbot, system_msg, max_tokens, temperature, top_p],
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[chatbot]
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queue=False
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).then(
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lambda: "",
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None,
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[msg],
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queue=False
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)
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regenerate,
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[msg, chatbot, system_msg, max_tokens, temperature, top_p],
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[chatbot],
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queue=False
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)
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clear.click(
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clear_context,
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None,
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[chatbot, msg],
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queue=False
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)
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if __name__ == "__main__":
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demo.launch()
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from huggingface_hub import hf_hub_download
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import random
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# Initialize model
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model_path = hf_hub_download(
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repo_id="AstroMLab/AstroSage-8B-GGUF",
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messages.append({"role": "assistant", "content": assistant_msg})
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messages.append({"role": "user", "content": message})
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try:
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response = llm.create_chat_completion(
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messages=messages,
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max_tokens=max_tokens,
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temperature=temperature,
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top_p=top_p
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)
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return response["choices"][0]["message"]["content"]
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except Exception as e:
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return f"Error: {e}"
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def clear_context():
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return [], get_random_greeting()
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with gr.Blocks() as demo:
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gr.HTML("<div class='header-text'>π AstroSage-LLAMA-3.1-8B</div><div class='subheader'>Your AI Guide to the Cosmos</div>")
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chatbot = gr.Chatbot(height=400)
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msg = gr.Textbox(placeholder="Ask about astronomy, astrophysics, or cosmology...")
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with gr.Accordion("Advanced Settings", open=False) as advanced_settings:
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system_msg = gr.Textbox(
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label="System Message",
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lines=3
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)
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max_tokens = gr.Slider(1, 2048, value=512, step=1, label="Max Tokens")
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temperature = gr.Slider(0.1, 4.0, value=0.7, step=0.1, label="Temperature")
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top_p = gr.Slider(0.1, 1.0, value=0.9, step=0.05, label="Top-p")
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with gr.Row():
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clear = gr.Button("π New Chat")
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submit = gr.Button("Send π", variant="primary")
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def handle_submit(message, history, system_message, max_tokens, temperature, top_p):
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response = respond(message, history, system_message, max_tokens, temperature, top_p)
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history.append((message, response))
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return history, ""
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submit.click(
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handle_submit,
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[msg, chatbot, system_msg, max_tokens, temperature, top_p],
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[chatbot, msg]
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)
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clear.click(clear_context, [], [chatbot, msg])
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if __name__ == "__main__":
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demo.launch()
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