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+ # Phi-3 Text-to-SQL Model
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+ This is a fine-tuned **Microsoft Phi-3** model specialized for **Text-to-SQL** generation.
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+ ## Example
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+ ```python
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+ from transformers import AutoModelForCausalLM, AutoTokenizer
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+
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+ repo_id = "bhavika24/text2sql"
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+ tokenizer = AutoTokenizer.from_pretrained(repo_id)
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+ model = AutoModelForCausalLM.from_pretrained(repo_id, torch_dtype="auto", device_map="auto")
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+
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+ question = "List all customers who ordered products over $500 last month."
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+ inputs = tokenizer(question, return_tensors="pt").to(model.device)
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+ outputs = model.generate(**inputs, max_new_tokens=128)
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+
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+ sql_query = tokenizer.decode(outputs[0], skip_special_tokens=True)
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+ print(sql_query)