Datasets & Curation

There’s pressure to build big datasets. 100k pairs. 500k pairs. “More data is always better,” the thinking goes. It’s wrong. Laeka’s research shows consistent pattern: 500 high-quality pairs outperform 50,000 noisy pairs. The difference…

The obsession with model size misses something fundamental. A 7 billion parameter model trained on high-quality, domain-specific data will outperform a 70 billion model trained on noisy, generic data. This isn’t controversial in research…