{
  "_name_or_path": "llmware/slim-sql-phi-3",
  "architectures": [
    "Phi3ForCausalLM"
  ],
  "attention_bias": false,
  "attention_dropout": 0.0,
  "auto_map": {
    "AutoConfig": "llmware/slim-sql-phi-3--configuration_phi3.Phi3Config",
    "AutoModelForCausalLM": "llmware/slim-sql-phi-3--modeling_phi3.Phi3ForCausalLM"
  },
  "bos_token_id": 1,
  "embd_pdrop": 0.0,
  "eos_token_id": 32000,
  "hidden_act": "silu",
  "hidden_size": 3072,
  "initializer_range": 0.02,
  "intermediate_size": 8192,
  "max_position_embeddings": 4096,
  "model_type": "phi3",
  "num_attention_heads": 32,
  "num_hidden_layers": 32,
  "num_key_value_heads": 32,
  "original_max_position_embeddings": 4096,
  "pad_token_id": 32000,
  "resid_pdrop": 0.0,
  "rms_norm_eps": 1e-05,
  "rope_scaling": null,
  "rope_theta": 10000.0,
  "sliding_window": 2047,
  "tie_word_embeddings": false,
  "transformers_version": "4.43.4",
  "use_cache": true,
  "vocab_size": 32064,
  "prompt_wrapper": "human_bot",
  "description": "slim-sql is a text-to-sql model.",
  "prompt_format": "<human> {table_schema} \n {question} \n<bot>:",
  "output_format": "{sql}",
  "tokenizer_local": "tokenizer_phi3.json",
  "tokenizer_config": {"bos_id":[1], "bos_token":["<s>"], "eos_id":[2],"eos_token":["</s>"]},
  "model_parent": "llmware/slim-sql-phi-3",
  "description": "Text-to-SQL model from llmware - finetuned on phi-3 - 3.8 parameter base",
  "quantization": "int4",
  "model_family": "OVGenerativeModel",
  "parameters": 3.8,
  "primary_keys": ["sql"],
  "output_values": ["{{sql statement}}"],
  "publisher": "llmware",
  "release_date": "september 2024",
  "function_call": "sql",
  "test_params": ["sql"],
   "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"
  }
 ]
}