Haifeng ZhaoPrototyping and comparing Milvus and Elasticsearch in standalone modeThe tech industry has been exploring vector databases primarily due to the rise and increasing importance of machine learning applications…Feb 18Feb 18
Haifeng ZhaoLarge Language Model Finetuning PracticeThis article demonstrates how to finetune two of the most popular Large Language Models(LLM), OpenAI GPT and Meta Llama2. The main purpose…Dec 5, 2023Dec 5, 2023
Haifeng ZhaoAn example of generating Q&A training/evaluation dataset from Large Language ModelsThis article demonstrates how to use large language models, Llama 2 or GPT, to prepare training/evaluation dataset by prompt engineeringNov 29, 2023Nov 29, 2023