| --- |
| 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 |
|
|
| - [deepseek-coder-33b-base](https://huggingface.co/deepseek-ai/deepseek-coder-33b-base) |
