Research
159d agoOptimizing Language Model Domain Splitting
Researchers at Apple ML Research presented a novel method for partitioning large language models into domain‑specific specialists, showcased at ICLR 2026.
The Signal
By training on a shared corpus before fine‑tuning on niche datasets, the approach reduces data duplication and improves performance across global applications, from multilingual translation to industry‑specific knowledge extraction, promising more efficient AI deployment worldwide.