GitHub

Sameer-hmd/Oracle-PL-SQL-Based-Real-time-Inventory-Management-System

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, ...
GitHub

Fine-tuning Qwen3-8B with QLoRA on Amazon EKS

A comprehensive tutorial for fine-tuning the Qwen3-8B large language model using QLoRA (Quantized Low-Rank Adaptation) on Amazon EKS with GPU support. qwen3-qlora-eks-tutorial/ ├── README.md # This ...
IEEE

Fine-Tuning Gemma-2B for Text-to-SQL Generation

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 ...
IEEE

Using Prompt Tuning to Identify Relevant API Knowledge from API Tutorial and Stack Overflow

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 ...