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Commit ·
2b29a6a
1
Parent(s): 6698e40
update commit with phi-3 mini 5
Browse files
app.py
CHANGED
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@@ -1,14 +1,19 @@
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import gradio as gr
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from transformers import AutoTokenizer, AutoModelForCausalLM, pipeline
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# Load Phi-3 Mini model
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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, torch_dtype=
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)
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pipe = pipeline("text-generation", model=model, tokenizer=tokenizer)
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# OpenAI-style messages (new format)
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def chat_fn(message, history):
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@@ -29,11 +34,10 @@ def chat_fn(message, history):
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return reply
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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 to your AI Assistant powered by Phi-3 Mini. Ask me anything or request code examples!"
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)
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gr.ChatInterface(
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fn=chat_fn,
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@@ -43,7 +47,8 @@ with gr.Blocks(theme=gr.themes.Soft()) as demo:
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"Write a JavaScript function to reverse a string.",
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"Explain how transformers work.",
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],
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chatbot=gr.Chatbot(type="messages")
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)
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import gradio as gr
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from transformers import AutoTokenizer, AutoModelForCausalLM, pipeline
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import torch
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# Force device based on availability
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device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
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print(f"Using device: {device}")
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# Load Phi-3 Mini model
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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, torch_dtype=torch.float16 if device.type == "cuda" else torch.float32
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).to(device)
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pipe = pipeline("text-generation", model=model, tokenizer=tokenizer, device=0 if device.type == "cuda" else -1)
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# OpenAI-style messages (new format)
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def chat_fn(message, history):
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return reply
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# Gradio UI
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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("Lightweight AI Assistant powered by Microsoft's Phi-3 Mini. Works best with short prompts. Ask away!")
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gr.ChatInterface(
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fn=chat_fn,
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"Write a JavaScript function to reverse a string.",
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"Explain how transformers work.",
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],
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chatbot=gr.Chatbot(type="messages")
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)
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# Launch without SSR and share (for Spaces)
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demo.launch(debug=True, ssr_mode=False)
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