| { |
| "model_name": "slim-sql-tool", |
| "model_ft_base": "slim-sql", |
| "quantization": "4Q_K_M GGUF", |
| "model_base": "llama", |
| "model_type": "llama", |
| "tokenizer": "llmware/slim-sql", |
| "tokenizer_local": "tokenizer_tl.json", |
| "parameters": "1.1 billion", |
| "description": "slim-sql is a text-to-sql model.", |
| "prompt_wrapper": "human_bot", |
| "prompt_format": "<human> {table_schema} \n {question} \n<bot>:", |
| "output_format": "{sql}", |
| "primary_keys": [], |
| "output_values": [], |
| "publisher": "llmware", |
| "release_date": "february 2024", |
| "test_set": [ |
| { |
| "context": "CREATE TABLE customers (customer_name text, account_number integer,customer_level text, vip_customer text, annual_spend text, user_name text)", |
| "query": "Which customers are VIP customers?", |
| "answer": "SELECT * FROM customers WHERE vip_customer='yes'" |
| }, |
| { |
| "context": "CREATE TABLE customers (customer_name text, account_number integer,customer_level text, vip_customer text, annual_spend text, user_name text)", |
| "query": "What is the annual spend for customer Rachel Michaels?", |
| "answer": "SELECT annual_spend FROM customers WHERE customer_name='Rachel Michaels'" |
| }, |
| { |
| "context": "CREATE TABLE customers (customer_name text, account_number integer,customer_level text, vip_customer text, annual_spend text, user_name text)", |
| "query": "How many customers spend more than $1000 per year?", |
| "answer": "SELECT COUNT(*) FROM customers WHERE annual_spend > $1000" |
| }, |
| { |
| "context": "CREATE TABLE customers (customer_name text, account_number integer,customer_level text, vip_customer text, annual_spend text, user_name text)", |
| "query": "Who are the customers with gold customer level?", |
| "answer": "SELECT customer_name FROM customers WHERE customer_level = 'gold'" |
| }, |
| { |
| "context": "CREATE TABLE customers (customer_name text, account_number integer,customer_level text, vip_customer text, annual_spend text, user_name text)", |
| "query": "Which customer has account number 9382035?", |
| "answer": "SELECT * FROM customers WHERE account_number = 9382035" |
| }, |
| { |
| "context": "CREATE TABLE customers (customer_name text, account_number integer,customer_level text, vip_customer text, annual_spend text, user_name text)", |
| "query": "What is the account number of customer Susanna Jones?", |
| "answer": "SELECT account_number FROM customers WHERE customer_name='Susanna Jones'" |
| }, |
| { |
| "context": "CREATE TABLE library (library_name text, unique_doc_id integer, documents integer, blocks integer, images integer, pages integer, tables integer, account_name text)", |
| "query": "How many pages are in the human resources library?", |
| "answer": "SELECT pages FROM library WHERE library_name = 'human resources'" |
| }, |
| { |
| "context": "CREATE TABLE library (library_name text, unique_doc_id integer, documents integer, blocks integer, images integer, pages integer, tables integer, account_name text)", |
| "query": "Which libraries have more than 1000 images?", |
| "answer": "SELECT * FROM library WHERE images > 1000" |
| }, |
| { |
| "context": "CREATE TABLE library (library_name text, unique_doc_id integer, documents integer, blocks integer, images integer, pages integer, tables integer, account_name text)", |
| "query": "How many blocks are in the finance library?", |
| "answer": "SELECT blocks FROM library WHERE library_name = 'finance library'" |
| }, |
| { |
| "context": "CREATE TABLE library (library_name text, unique_doc_id integer, documents integer, blocks integer, images integer, pages integer, tables integer, account_name text)", |
| "query": "What is a list of all of the libraries?", |
| "answer": "SELECT * FROM library" |
| }, |
| { |
| "context": "CREATE TABLE library (library_name text, unique_doc_id integer, documents integer, blocks integer, images integer, pages integer, tables integer, account_name text)", |
| "query": "Which library has unique_doc_id of 8329?", |
| "answer": "SELECT * FROM library WHERE unique_doc_id = 8329" |
| } |
| ] |
| } |
