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parameter-efficient fine-tuning. Initialize and configure the fine-tuning trainer. Execute the fine-tuning process. Generate SQL queries from natural language prompts using the fine-tuned model. Please refer for more information on fine-tuning gemma models. Gemma: Introducing new state-of-the-art