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Upload config.json

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  1. config.json +73 -16
config.json CHANGED
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  {
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- "model_name": "slim-sql-tool",
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- "model_ft_base": "slim-sql",
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- "quantization": "4Q_K_M GGUF",
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- "model_base": "tiny-llama",
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- "model_type": "llama",
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- "tokenizer": "llmware/slim-sql",
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- "parameters": "1.1 billion",
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- "description": "slim-sql is a function-calling model, fine-tuned to output structured sql queries",
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- "prompt_wrapper": "human_bot",
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- "prompt_format": "<human> {SQL CREATE TABLE STRING} \n {natural language question}\n<bot>:",
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- "output_format": "SQL query",
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- "primary_keys": ["sql"],
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- "output_values": [],
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- "publisher": "llmware",
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- "release_date": "february 2024"
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- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  {
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+ "model_name": "slim-sql-tool",
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+ "model_ft_base": "slim-sql",
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+ "quantization": "4Q_K_M GGUF",
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+ "model_base": "llama",
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+ "model_type": "llama",
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+ "tokenizer": "llmware/slim-sql",
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+ "parameters": "1.1 billion",
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+ "description": "slim-sql is a text-to-sql model.",
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+ "prompt_wrapper": "human_bot",
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+ "prompt_format": "<human> {table_schema} \n {question} \n<bot>:",
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+ "output_format": "{sql}",
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+ "primary_keys": [],
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+ "output_values": [],
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+ "publisher": "llmware",
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+ "release_date": "february 2024",
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+ "test_set": [
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+ {
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+ "context": "CREATE TABLE customers (customer_name text, account_number integer,customer_level text, vip_customer text, annual_spend text, user_name text)",
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+ "query": "Which customers are VIP customers?",
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+ "answer": "SELECT * FROM customers WHERE vip_customer='yes'"
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+ },
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+ {
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+ "context": "CREATE TABLE customers (customer_name text, account_number integer,customer_level text, vip_customer text, annual_spend text, user_name text)",
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+ "query": "What is the annual spend for customer Rachel Michaels?",
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+ "answer": "SELECT annual_spend FROM customers WHERE customer_name='Rachel Michaels'"
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+ },
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+ {
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+ "context": "CREATE TABLE customers (customer_name text, account_number integer,customer_level text, vip_customer text, annual_spend text, user_name text)",
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+ "query": "How many customers spend more than $1000 per year?",
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+ "answer": "SELECT COUNT(*) FROM customers WHERE annual_spend > $1000"
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+ },
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+ {
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+ "context": "CREATE TABLE customers (customer_name text, account_number integer,customer_level text, vip_customer text, annual_spend text, user_name text)",
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+ "query": "Who are the customers with gold customer level?",
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+ "answer": "SELECT customer_name FROM customers WHERE customer_level = 'gold'"
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+ },
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+ {
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+ "context": "CREATE TABLE customers (customer_name text, account_number integer,customer_level text, vip_customer text, annual_spend text, user_name text)",
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+ "query": "Which customer has account number 9382035?",
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+ "answer": "SELECT * FROM customers WHERE account_number = 9382035"
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+ },
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+ {
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+ "context": "CREATE TABLE customers (customer_name text, account_number integer,customer_level text, vip_customer text, annual_spend text, user_name text)",
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+ "query": "What is the account number of customer Susanna Jones?",
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+ "answer": "SELECT account_number FROM customers WHERE customer_name='Susanna Jones'"
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+ },
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+ {
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+ "context": "CREATE TABLE library (library_name text, unique_doc_id integer, documents integer, blocks integer, images integer, pages integer, tables integer, account_name text)",
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+ "query": "How many pages are in the human resources library?",
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+ "answer": "SELECT pages FROM library WHERE library_name = 'human resources'"
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+ },
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+ {
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+ "context": "CREATE TABLE library (library_name text, unique_doc_id integer, documents integer, blocks integer, images integer, pages integer, tables integer, account_name text)",
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+ "query": "Which libraries have more than 1000 images?",
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+ "answer": "SELECT * FROM library WHERE images > 1000"
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+ },
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+ {
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+ "context": "CREATE TABLE library (library_name text, unique_doc_id integer, documents integer, blocks integer, images integer, pages integer, tables integer, account_name text)",
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+ "query": "How many blocks are in the finance library?",
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+ "answer": "SELECT blocks FROM library WHERE library_name = 'finance library'"
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+ },
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+ {
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+ "context": "CREATE TABLE library (library_name text, unique_doc_id integer, documents integer, blocks integer, images integer, pages integer, tables integer, account_name text)",
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+ "query": "What is a list of all of the libraries?",
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+ "answer": "SELECT * FROM library"
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+ },
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+ {
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+ "context": "CREATE TABLE library (library_name text, unique_doc_id integer, documents integer, blocks integer, images integer, pages integer, tables integer, account_name text)",
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+ "query": "Which library has unique_doc_id of 8329?",
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+ "answer": "SELECT * FROM library WHERE unique_doc_id = 8329"
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+ }
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+ ]
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+ }