It's All Training: A Fully Synthetic Single-Stage Recipe for LLMs
Current pre-training datasets are derived from web crawls, with all their issues, and were not designed to support mid- and post-training pipelines--for instance, they contain little explicit reasoning. Thus, many frontier labs have begun to develop their own internal datasets, starting from state-of-the-art models, to...
Pierre-Carl Langlais, Pieter Delobelle, Yannick Detrois et al.
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