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Update app.py
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app.py
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@@ -8,7 +8,17 @@ tokenizer = AutoTokenizer.from_pretrained(model_name)
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model = AutoModelForCausalLM.from_pretrained(model_name, torch_dtype=torch.float16, device_map="auto") # 降低内存占用
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def generate_sql(user_question, create_table_statements, instructions=""):
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prompt = f"
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inputs = tokenizer(prompt, return_tensors="pt").to(model.device)
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outputs = model.generate(**inputs, max_length=150)
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@@ -17,6 +27,9 @@ def generate_sql(user_question, create_table_statements, instructions=""):
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return sql_query
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demo = gr.Interface(
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fn=generate_sql,
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inputs=[
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model = AutoModelForCausalLM.from_pretrained(model_name, torch_dtype=torch.float16, device_map="auto") # 降低内存占用
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def generate_sql(user_question, create_table_statements, instructions=""):
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prompt = f"""<|begin_of_text|><|start_header_id|>user<|end_header_id|>
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Generate a SQL query to answer this question: `{user_question}`
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{instructions}
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DDL statements:
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{create_table_statements}<|eot_id|><|start_header_id|>assistant<|end_header_id|>
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The following SQL query best answers the question `{user_question}`:
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```sql
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"""
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inputs = tokenizer(prompt, return_tensors="pt").to(model.device)
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outputs = model.generate(**inputs, max_length=150)
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return sql_query
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demo = gr.Interface(
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fn=generate_sql,
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inputs=[
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