Understanding Emergent Abilities of Language Models from the Loss Perspective

[maccaw]

https://arxiv.org/abs/2403.15796

[cosmojg]

Does this mean that "overtraining" a midsize LLM for many more epochs on a small, representative subset of the dataset used by a larger, more performant LLM might be sufficient for matching the performance of the larger model?