Production-ready implementation for fine-tuning language models to generate SQL queries from natural language instructions. This project uses QLoRA for efficient fine-tuning on 24GB GPUs.

Design a normalized schema (3NF/BCNF) for Products, Warehouses/Locations, Inventory_Levels, Suppliers, Purchase_Orders, Sales_Orders, Audit_Logs, etc. Utilize advanced data types, constraints (CHECK, ...

Abstract: API tutorials and Stack Overflow (SO) are crucial API learning resources. API tutorials help developers understand API usage in general contexts, while SO explains API usage in specific ...

Abstract: Through this study, the concept of large language models (LLM) in the context of generative AI has been explored. Gemma-2B, with 4-bit quantization is fine-tuned to bridge the gap between ...