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my-gemma-space/app.py ADDED
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+ import gradio as gr
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+ from transformers import AutoModelForCausalLM, AutoTokenizer
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+ import torch
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+
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+ # Model otomatik Hugging Face'den indirilecek
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+ model_name = "google/gemma-2-2b-it"
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+
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+ tokenizer = AutoTokenizer.from_pretrained(model_name)
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+ model = AutoModelForCausalLM.from_pretrained(model_name)
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+
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+ def generate(prompt):
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+ inputs = tokenizer(prompt, return_tensors="pt")
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+ outputs = model.generate(**inputs, max_new_tokens=100)
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+ return tokenizer.decode(outputs[0], skip_special_tokens=True)
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+
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+ iface = gr.Interface(
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+ fn=generate,
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+ inputs="text",
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+ outputs="text",
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+ title="Gemma 2-2B IT - CPU Friendly",
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+ description="API endpoint üzerinden otomasyon ve text generation için kullanılabilir."
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+ )
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+
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+ iface.launch()
my-gemma-space/requirements.txt ADDED
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+ gradio
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+ transformers
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+ torch