TLDR Web Dev · MISCELLANEOUS

THE DATA PIPELINE IS THE NEW SECRET SAUCE

heavybit.com17 min read

Summary from the TLDR Web Dev newsletter

In AI infrastructure for companies, data pipelines are the most important part of creating and managing proprietary datasets to train and fine-tune LLMs. There are various inference hosting models to use, including hosted APIs, edge computing, on-premise data centers, and third-party cloud hosting. Generally, enterprises will start with off-the-shelf cloud solutions and progress towards specialized infrastructure for specific use cases.