How To Build LLM Large Language Models: A Definitive Guide Common sources for training data include web pages, Wikipedia, forums, books, scientific articles, and code bases. To curate such datasets, various sources can be used, including web scraping, public datasets like Common Crawl, private data sources, and even using an LLM itself to generate training data. Data filtering, deduplication, privacy redaction, and tokenization are important steps in data preparation. They […]

Robotic Process Automation To Cognitive Automation Attempts to use analytics and create data lakes are viable options that many companies have adopted to try and maximize the value of their available data. Yet these approaches are limited by the sheer volume of data that must be aggregated, sifted through, and understood well enough to act upon. All of these create chaos through inventory mismatches, ongoing product research and development, market […]