Build Log

Nick Creighton from Build Log demonstrated how to fine-tune Llama 3 for production-ready SQL query generation for under $50. Using a single RTX 4090 and a curated set of 200-500 natural-language-to-SQ…

Nick Creighton, a developer and host of the *Build Log* podcast, has published a practical comparison of full-model fine-tuning, LoRA, and QLoRA for adapting large language models in 2024. The guide d…

Nick, a developer, reduced his production AI inference costs to under $50 per month by moving from cloud APIs to a local setup. After experiencing API fees exceeding $300 monthly for 13 sites, he depl…