AlexKitipov commited on
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1 Parent(s): aaec1f1

Create app.py

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  1. app.py +33 -0
app.py ADDED
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+ import gradio as gr
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+ import torch
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+ from transformers import AutoModelForCausalLM, AutoTokenizer
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+
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+ MODEL_ID = "AlexKitipov/phi-2"
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+
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+ tokenizer = AutoTokenizer.from_pretrained(MODEL_ID, trust_remote_code=True)
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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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+ trust_remote_code=True,
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+ device_map="cpu"
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+ )
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+
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+ def chat(prompt):
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+ inputs = tokenizer(prompt, return_tensors="pt")
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+ outputs = model.generate(
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+ **inputs,
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+ max_new_tokens=200,
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+ temperature=0.7,
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+ top_p=0.9
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+ )
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+ return tokenizer.decode(outputs[0], skip_special_tokens=True)
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+
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+ demo = gr.Interface(
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+ fn=chat,
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+ inputs=gr.Textbox(lines=4, label="Prompt"),
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+ outputs=gr.Textbox(label="Response"),
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+ title="Phi‑2 Chat — by AlexKitipov",
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+ description="Interactive demo running on CPU."
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+ )
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+
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+ demo.launch()