Update README.md

README.md

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 # sqlcoder-7b-2_FineTuned_QLORA_Adapter
 
-This model is a fine-tuned version of [defog/sqlcoder-7b-2](https://huggingface.co/defog/sqlcoder-7b-2) on 260 MS SQL examples (Task, Schema and Answer pairs).
-
-## Model description
-
-More information needed
+This model is a fine-tuned version of [defog/sqlcoder-7b-2](https://huggingface.co/defog/sqlcoder-7b-2) on 260 MS SQL examples (Task, Schema and Answer).
 
 ## Intended uses & limitations
 
-SQL Query Generation
+MS Server - SQL Query Generation
 
 ## Training and evaluation data
 
 This model was re-trained using the QLoRA method, with the following configurations:
-- 'r = 32', 'lora_alpha = 32', 'lora_dropout = 0.1', bias='none', task_type='CAUSAL_LM'
+- 'r = 64', 'lora_alpha = 32', 'lora_dropout = 0.05', bias='none', task_type='CAUSAL_LM'
 
 Quantization parameters: 
 - load_in_4bit=True, bnb_4bit_quant_type="nf4", bnb_4bit_compute_dtype=torch.bfloat16