E029 Historical Paper Reading Record

E029 Historical Paper Reading Record

E029 preserves Dalton's August 2024 reading of the first half of Meta's The Llama 3 Herd of Models paper. Its value is the learning process: model families, dense transformers, data preparation, scaling, pretraining, post-training, infrastructure, long context, and evaluation became a connected system rather than a model-size headline.

The transcript also contains corrections that public copy must surface. Llama 3.1 uses a custom Community License, not an unrestricted free-use or standard open-source software license. Publisher benchmarks are reported evidence, not independent superiority. Public descriptions of a data pipeline do not disclose the underlying corpus.

Current successors belong in a separate living release record. They do not rewrite the July 2024 artifact.