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daf4465
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Parent(s): fefedde
update commit with phi-3 mini 2
Browse files
app.py
CHANGED
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@@ -5,7 +5,9 @@ from transformers import AutoTokenizer, AutoModelForCausalLM, pipeline
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model_id = "microsoft/phi-3-mini-4k-instruct"
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tokenizer = AutoTokenizer.from_pretrained(model_id)
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model = AutoModelForCausalLM.from_pretrained(
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model_id,
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)
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pipe = pipeline("text-generation", model=model, tokenizer=tokenizer)
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@@ -18,20 +20,29 @@ def chat_fn(message, history):
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prompt = f"{history_text}<|user|>\n{message}\n<|assistant|>\n"
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response = pipe(prompt, max_new_tokens=512, do_sample=True, temperature=0.7)[0]['generated_text']
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reply = response.split("<|assistant|>")[-1].strip()
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return reply
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#
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with gr.Blocks(theme=gr.themes.Soft()) as demo:
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gr.Markdown("## 💬 Chat with Phi-3 Mini")
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gr.Markdown(
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gr.ChatInterface(
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# Add authentication here
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demo.launch(auth=("user", "pass"))
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model_id = "microsoft/phi-3-mini-4k-instruct"
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tokenizer = AutoTokenizer.from_pretrained(model_id)
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model = AutoModelForCausalLM.from_pretrained(
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model_id,
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torch_dtype="auto",
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device_map="auto" # Will default to CPU if no GPU available
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)
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pipe = pipeline("text-generation", model=model, tokenizer=tokenizer)
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prompt = f"{history_text}<|user|>\n{message}\n<|assistant|>\n"
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response = pipe(prompt, max_new_tokens=512, do_sample=True, temperature=0.7)[0]['generated_text']
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reply = response.split("<|assistant|>")[-1].strip()
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# Format as Markdown code block if reply looks like code
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if "```" not in reply and any(keyword in reply for keyword in ["def ", "class ", "import ", ";", "{", "}"]):
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reply = f"```\n{reply}\n```"
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return reply
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# Launch the app with basic Blocks + authentication
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with gr.Blocks(theme=gr.themes.Soft()) as demo:
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gr.Markdown("## 💬 Chat with Phi-3 Mini")
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gr.Markdown(
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"Welcome! A lightweight, privacy-friendly AI assistant powered by Microsoft's Phi-3 Mini.\n"
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"Ask any question or request code examples. Use your credentials to access this demo."
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)
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gr.ChatInterface(
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fn=chat_fn,
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examples=[
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"What is a large language model?",
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"Write a Python function to reverse a list.",
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"Explain the concept of recursion."
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],
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title="",
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)
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demo.launch(auth=("user", "pass"))
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