8bit.tr Journal
LLM Training
2 articles tagged with LLM Training.
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.
December 11, 2025
Fine-Tuning vs. Instruction Tuning: What Actually Improves LLMs
A clear comparison of fine-tuning, instruction tuning, and alignment, with guidance on when each approach makes sense.