Post-Training Data Commons
A shared pool of public datasets and resources for the post-training stage (instruction tuning, RLHF, DPO, and similar methods), analogous to Common Crawl and The Pile in the pre-training stage, intended to lower the barrier to post-training research and to promote reproducibility.
Timeline (last 90 days)
The post-training stage lacks a shared data commons, in contrast to the pre-training stage, where large numbers of public datasets exist.
The lack of a post-training data commons affects reproducible research, because the fine-tuning methods described in papers are difficult to verify on identical data.
All Facts (2)
The post-training stage lacks a shared data commons, in contrast to the pre-training stage, where large numbers of public datasets exist.
50%UnverifiedThe lack of a post-training data commons affects reproducible research, because the fine-tuning methods described in papers are difficult to verify on identical data.
50%