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Update app.py
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app.py
CHANGED
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@@ -2,6 +2,7 @@ import gradio as gr
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from transformers import AutoTokenizer, AutoModelForCausalLM
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import torch
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model_path = "BytArch/source-mini"
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tokenizer = AutoTokenizer.from_pretrained(model_path)
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model = AutoModelForCausalLM.from_pretrained(model_path)
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@@ -9,6 +10,7 @@ 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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SYSTEM_PROMPT = (
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"You are source-mini-beta, an open-source chatbot developed by BytArch and created by Joshua Kelly. "
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"You are currently in beta development and are still learning and improving. "
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@@ -28,9 +30,11 @@ SYSTEM_PROMPT = (
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"Now, greet the user and let them know you are ready to chat in whichever style they prefer."
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)
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def build_context(user_message):
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return SYSTEM_PROMPT + "\n\nUser: " + user_message + "\nAssistant:"
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def generate_response(
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prompt,
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max_tokens=300,
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@@ -68,8 +72,10 @@ def generate_response(
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return response.strip()
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def respond(
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message,
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max_tokens,
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temperature,
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top_p,
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@@ -85,6 +91,7 @@ def respond(
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top_k=top_k,
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)
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chatbot = gr.ChatInterface(
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respond,
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type="messages",
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from transformers import AutoTokenizer, AutoModelForCausalLM
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import torch
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# Load the model
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model_path = "BytArch/source-mini"
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tokenizer = AutoTokenizer.from_pretrained(model_path)
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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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# System prompt
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SYSTEM_PROMPT = (
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"You are source-mini-beta, an open-source chatbot developed by BytArch and created by Joshua Kelly. "
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"You are currently in beta development and are still learning and improving. "
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"Now, greet the user and let them know you are ready to chat in whichever style they prefer."
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)
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# Build context for stateless generation
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def build_context(user_message):
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return SYSTEM_PROMPT + "\n\nUser: " + user_message + "\nAssistant:"
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# Generate response
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def generate_response(
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prompt,
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max_tokens=300,
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return response.strip()
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# Respond function for Gradio
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def respond(
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message,
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history, # required by ChatInterface but ignored
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max_tokens,
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temperature,
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top_p,
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top_k=top_k,
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)
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# Gradio interface
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chatbot = gr.ChatInterface(
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respond,
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type="messages",
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