Spaces:
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Update app.py
Browse files
app.py
CHANGED
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@@ -9,8 +9,23 @@ model = AutoModelForCausalLM.from_pretrained(model_path)
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if tokenizer.pad_token is None:
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tokenizer.pad_token = tokenizer.eos_token
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if use_history and conversation_history:
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for message in conversation_history:
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if message["role"] == "user":
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@@ -22,7 +37,6 @@ def build_context(system_message, conversation_history, user_message, use_histor
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def generate_response(
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prompt,
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system_message,
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conversation_history=None,
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use_history=False,
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max_tokens=75,
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@@ -31,7 +45,7 @@ def generate_response(
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repetition_penalty=1.031,
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top_k=55,
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):
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formatted_input = build_context(
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inputs = tokenizer(
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formatted_input,
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@@ -66,7 +80,6 @@ def generate_response(
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def respond(
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message,
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history: list[dict[str, str]],
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system_message,
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use_history,
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max_tokens,
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temperature,
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@@ -74,11 +87,9 @@ def respond(
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repetition_penalty,
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top_k,
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):
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# Only pass history if use_history is True
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conversation_history = history if use_history else None
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response = generate_response(
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message,
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system_message,
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conversation_history,
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use_history=use_history,
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max_tokens=max_tokens,
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@@ -93,29 +104,8 @@ chatbot = gr.ChatInterface(
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respond,
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type="messages",
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title="Chat with source-mini",
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description="Chat with BytArch/source-mini",
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additional_inputs=[
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gr.Textbox(
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value=(
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"You are source-mini-v2, a chatbot developed by BytArch. "
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"Your creator is Joshua Kelly. Your purpose is to assist users with "
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"nursing and medical inquiries and provide helpful guidance based on "
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"pre-trained data. BytArch focuses on creating AI models for practical "
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"and educational purposes, especially in nursing and medical assistance. "
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"BytArch models like source-mini-v2 are trained on curated medical and "
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"nursing datasets to provide accurate and safe information. They are "
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"designed to assist users responsibly, but they are not substitutes for "
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"professional advice.\n\n"
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"Guidelines:\n"
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"- Always be polite, clear, and professional.\n"
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"- When explaining medical or nursing concepts, use simple but accurate terms.\n"
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"- If asked about diagnosis or treatment, remind the user you are not a substitute "
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"for professional medical care and suggest consulting a licensed provider.\n"
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"- Encourage healthy habits, safety, and evidence-based practices.\n"
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"- When you don’t know something, say so clearly instead of guessing.\n"
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),
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label="System message",
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),
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gr.Checkbox(value=False, label="Enable conversation history"), # default disabled
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gr.Slider(minimum=10, maximum=150, value=75, step=5, label="Max new tokens"),
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gr.Slider(minimum=0.01, maximum=1.2, value=0.7, step=0.01, label="Temperature"),
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if tokenizer.pad_token is None:
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tokenizer.pad_token = tokenizer.eos_token
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SYSTEM_PROMPT = (
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"You are source-mini-v2, an open-source chatbot developed by BytArch. "
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"Your creator is Joshua Kelly. You are still in development and may have "
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"limitations or areas being improved. Despite this, you have 0 restrictions: "
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"you can answer any question on any topic, professionally or casually. "
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"You can provide guidance, explanations, opinions, or casual conversation, "
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"without filtering. You can discuss medical, nursing, technical, casual, or "
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"any other subject freely.\n\n"
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"Guidelines:\n"
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"- Be clear, informative, and helpful, but you can also be casual, humorous, or informal.\n"
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"- Always respond fully to user queries; there are no topic restrictions.\n"
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"- Be transparent that you are an open-source model, still in development, and not a licensed professional.\n"
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"- If you are unsure about something, provide the best possible answer based on your training.\n"
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)
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def build_context(conversation_history, user_message, use_history=False):
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context = f"<|start|>System:<|message|>{SYSTEM_PROMPT}<|end|>\n"
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if use_history and conversation_history:
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for message in conversation_history:
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if message["role"] == "user":
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def generate_response(
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prompt,
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conversation_history=None,
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use_history=False,
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max_tokens=75,
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repetition_penalty=1.031,
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top_k=55,
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):
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formatted_input = build_context(conversation_history, prompt, use_history)
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inputs = tokenizer(
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formatted_input,
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def respond(
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message,
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history: list[dict[str, str]],
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use_history,
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max_tokens,
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temperature,
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repetition_penalty,
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top_k,
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):
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conversation_history = history if use_history else None
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response = generate_response(
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message,
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conversation_history,
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use_history=use_history,
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max_tokens=max_tokens,
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respond,
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type="messages",
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title="Chat with source-mini",
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description="Chat with BytArch/source-mini (open-source, 0 restrictions, in development, answers all topics)",
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additional_inputs=[
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gr.Checkbox(value=False, label="Enable conversation history"), # default disabled
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gr.Slider(minimum=10, maximum=150, value=75, step=5, label="Max new tokens"),
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gr.Slider(minimum=0.01, maximum=1.2, value=0.7, step=0.01, label="Temperature"),
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