Training data for domain-specific fine-tuning

Domain-specific fine-tuning needs large volumes of in-domain business text. Useful records include support threads in a specific industry, technical documents and knowledge bases, and expert notes and reviews. They carry real vocabulary and conventions, industry-specific edge cases, and consistent quality over the years they cover.

Domain-specific fine-tuning text has personal details removed, and the supplier approves each release before it is shared. A rights review runs on the support threads, documents and notes first. A prepared sample is shared under NDA only after supplier approval.

Domain-specific fine-tuning datasets start with a request describing the records, volume and uses needed. SourceX matches suitable suppliers in the U.S., Canada, the EU, the UK, Australia, New Zealand, India, Singapore, South Africa, Latin America, the UAE and Saudi Arabia and runs a rights review. The license then sets allowed uses, term and deletion, and resale and re-identification are barred.