8bit.tr Journal
Data
2 articles tagged with Data.
January 10, 2026
Dataset Versioning and Rollbacks: Provenance for LLM Training
How to version datasets, track lineage, and roll back safely when training data changes.
December 21, 2025
LLM Data Pipeline Design: From Collection to Continuous Refresh
Engineering a reliable data pipeline for LLMs, including sourcing, filtering, deduplication, and ongoing refresh strategies.