2 Posts getaggt mit "data-preprocessing"

April 8th was the day we experienced the biggest crisis and a 'laugh-and-cry' happening while working on the Maeumjigi project. It was the Claude API monthly limit exceeded & bill bomb incident.

April 1, 2026, was the day our engineering team launched the automated preprocessing pipeline for the massive counseling corpora that would form the foundation of Maeumjigi. Training a high-performance open-source Large Language Model (LLM) like Meta Llama 3.1 requires rigorous data hygiene: converting unstructured multi-party dialogues into clean, token-bounded, and special-token-aligned instruction datasets.