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Update app.py
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app.py
CHANGED
@@ -10,7 +10,9 @@ model = AutoModelForSeq2SeqLM.from_pretrained("hrshtsharma2012/NL2SQL-Picard-fin
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spider_dataset = load_dataset("spider", split='train[:5]')
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def generate_sql(query):
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outputs = model.generate(**inputs, max_length=512)
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sql_query = tokenizer.decode(outputs[0], skip_special_tokens=True)
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return sql_query
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spider_dataset = load_dataset("spider", split='train[:5]')
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def generate_sql(query):
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# Add a prefix to prompt the model to generate SQL
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prefixed_query = f"Translate to SQL: {query}"
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inputs = tokenizer(prefixed_query, return_tensors="pt", padding=True)
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outputs = model.generate(**inputs, max_length=512)
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sql_query = tokenizer.decode(outputs[0], skip_special_tokens=True)
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return sql_query
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