license: apache-2.0
Model Details
Model Description
This model is a fine-tuned version based on deepseek, and after fine-tuning, it can achieve a score of 84.0 on the Spider dev leaderboard, significantly surpassing the original capabilities of the deepseek model. This model is sql-gen model, it need use result of schema linking model to get most related columns.
Data Format
{
"chat_rounds": [
{
"role": "system",
"content": "You are a professional SQL engineer and you are writing SQL queries for data query tasks.\n",
"chat_round_id": 0
},
{
"role": "human",
"content": "What are the id, name, price and color of the products which have not been ordered for at least twice? | products : products.product_price , products.product_color , products.product_id , products.product_name , products.parent_product_id | order_items : order_items.product_id , order_items.order_id , order_items.order_item_id , order_items.order_item_status_code | orders : orders.order_id , orders.customer_id , orders.order_status_code , orders.date_order_placed | customers : customers.county , customers.country , customers.customer_id , customers.gender_code , customers.customer_first_name | orders.customer_id = customers.customer_id | order_items.order_id = orders.order_id | order_items.product_id = products.product_id",
"chat_round_id": 1
},
{
"role": "bot",
"content": " select product_id , product_name , product_price , product_color from products except select products.product_id , products.product_name , products.product_price , products.product_color from products join order_items on products.product_id = order_items.product_id join orders on order_items.order_id = orders.order_id group by products.product_id having count ( * ) >= 2",
"chat_round_id": 2
}
]
}
Framework versions
- PEFT 0.7.0
Base Model
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