Fine-Tuning LLaMA for Code Completion (2025 Edition)

In 2025, fine-tuning large language models like LLaMA for code completion has become more accessible with improved tools and techniques. Here’s how to get started: Prerequisites Hardware Requirements: GPU with at least 24GB VRAM (e.g., NVIDIA RTX 4090 or A100) 64GB+ RAM for larger models SSD storage for faster data loading Software Setup: Python 3.10+ …

May 21, 2025 - 08:40

In 2025, fine-tuning large language models like LLaMA for code completion has become more accessible with improved tools and techniques. Here’s how to get started: Prerequisites Hardware Requirements: GPU with at least 24GB VRAM (e.g., NVIDIA RTX 4090 or A100) 64GB+ RAM for larger models SSD storage for faster data loading Software Setup: Python 3.10+ …