Baher-Hamada commited on
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Create app.py

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  1. app.py +20 -0
app.py ADDED
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+ from transformers import AutoTokenizer, AutoModelForCausalLM
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+ import torch
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+ import gradio as gr
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+
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+ model_id = "HuggingFaceH4/zephyr-7b-beta" # يدعم العربية بشكل جيد
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+
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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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+ device_map="auto",
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+ torch_dtype=torch.float16
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+ )
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+
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+ def chat_fn(message, history):
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+ inputs = tokenizer(message, return_tensors="pt").to("cuda")
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+ output = model.generate(**inputs, max_new_tokens=200, pad_token_id=tokenizer.eos_token_id)
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+ response = tokenizer.decode(output[0], skip_special_tokens=True)
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+ return response
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+
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+ gr.ChatInterface(fn=chat_fn, title="مساعد عربي تجريبي").launch()