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Create App.py

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  1. App.py +27 -0
App.py ADDED
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+ import gradio as gr
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+ from transformers import AutoModelForCausalLM, AutoTokenizer
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+
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+ # Türkçe model
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+ tokenizer = AutoTokenizer.from_pretrained("ytu-ce-cosmos/turkish-gpt2")
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+ model = AutoModelForCausalLM.from_pretrained("ytu-ce-cosmos/turkish-gpt2")
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+
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+ def dusun(prompt, max_length=150):
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+ inputs = tokenizer(prompt, return_tensors="pt")
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+ outputs = model.generate(**inputs, max_length=max_length, do_sample=True, temperature=0.8)
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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=dusun,
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+ inputs=[
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+ gr.Textbox(label="Türkçe Prompt", lines=3),
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+ gr.Slider(50, 200, value=100, label="Uzunluk")
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+ ],
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+ outputs=gr.Textbox(label="Üretilen Metin", lines=10),
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+ title="🇹🇷 Türkçe GPT-2",
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+ examples=[
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+ ["Bir varmış bir yokmuş"],
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+ ["Yapay zeka geleceği"],
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+ ]
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+ )
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+
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+ demo.launch()