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CryptoCreeper commited on
Update app.py
Browse files
app.py
CHANGED
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@@ -28,8 +28,7 @@ def chat_with_model(message, history, model_choice):
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tokenizer, model = load_model(model_choice)
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device = model.device
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prompt = "
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prompt += f"User: {message}\nAssistant:"
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streamer = TextIteratorStreamer(tokenizer, skip_prompt=True, skip_special_tokens=True)
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inputs = tokenizer(prompt, return_tensors="pt").to(device)
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@@ -37,10 +36,12 @@ def chat_with_model(message, history, model_choice):
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generation_kwargs = dict(
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**inputs,
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streamer=streamer,
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max_new_tokens=
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temperature=0.7,
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top_p=0.9,
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do_sample=True,
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)
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thread = Thread(target=model.generate, kwargs=generation_kwargs)
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@@ -48,6 +49,8 @@ def chat_with_model(message, history, model_choice):
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partial_text = ""
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for new_text in streamer:
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partial_text += new_text
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yield [
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{"role": "user", "content": message},
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@@ -55,23 +58,47 @@ def chat_with_model(message, history, model_choice):
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]
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def create_demo():
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chatbot = gr.Chatbot(
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label="
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type="messages",
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height=
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)
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def add_user_message(user_message):
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return "", [{"role": "user", "content": user_message}]
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@@ -79,6 +106,9 @@ def create_demo():
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msg.submit(add_user_message, [msg], [msg, chatbot], queue=False).then(
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chat_with_model, [msg, chatbot, model_choice], chatbot
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)
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clear.click(lambda: [], None, chatbot, queue=False)
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tokenizer, model = load_model(model_choice)
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device = model.device
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prompt = f"User: {message}\nAssistant:"
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streamer = TextIteratorStreamer(tokenizer, skip_prompt=True, skip_special_tokens=True)
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inputs = tokenizer(prompt, return_tensors="pt").to(device)
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generation_kwargs = dict(
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**inputs,
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streamer=streamer,
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max_new_tokens=512,
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temperature=0.7,
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top_p=0.9,
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do_sample=True,
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stop_strings=["User:", "Assistant:"],
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tokenizer=tokenizer
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)
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thread = Thread(target=model.generate, kwargs=generation_kwargs)
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partial_text = ""
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for new_text in streamer:
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if "User:" in new_text:
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break
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partial_text += new_text
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yield [
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{"role": "user", "content": message},
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]
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def create_demo():
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custom_theme = gr.themes.Soft(
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primary_hue="green",
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secondary_hue="emerald",
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neutral_hue="slate",
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).set(
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body_background_fill="*neutral_950",
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block_background_fill="*neutral_900",
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block_border_width="2px",
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block_label_text_color="*primary_500",
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button_primary_background_fill="*primary_600",
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button_primary_text_color="white",
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)
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with gr.Blocks(theme=custom_theme, title="Creeper AI Chatbot") as demo:
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gr.Markdown("# 🌿 Creeper AI Chatbot")
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gr.Markdown("*Low-latency Liquid Intelligence*")
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with gr.Row():
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model_choice = gr.Dropdown(
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label="Model Core",
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choices=list(MODEL_NAMES.keys()),
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value="LFM 1.2B",
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interactive=True
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)
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chatbot = gr.Chatbot(
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label="Neural Interface",
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type="messages",
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height=500,
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show_copy_button=True
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)
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with gr.Row():
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msg = gr.Textbox(
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label="Input Command",
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placeholder="Message Creeper AI...",
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scale=4
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)
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submit_btn = gr.Button("Send", variant="primary", scale=1)
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clear = gr.Button("Reset Memory (Wipe)")
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def add_user_message(user_message):
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return "", [{"role": "user", "content": user_message}]
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msg.submit(add_user_message, [msg], [msg, chatbot], queue=False).then(
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chat_with_model, [msg, chatbot, model_choice], chatbot
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)
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submit_btn.click(add_user_message, [msg], [msg, chatbot], queue=False).then(
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chat_with_model, [msg, chatbot, model_choice], chatbot
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)
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clear.click(lambda: [], None, chatbot, queue=False)
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