README.md

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license: apache-2.0
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This dataset contains the logs of models trained for Open-sci-ref 0.01.

Open-sci-ref 0.01 is a research dense transformer model family that includes all the intermediate checkpoints trained on 8 different reference open datasets (C4, Pile, SlimPajama, FineWeb-Edu-1.4T (v1.0.0), DCLM-baseline, Nemotron-CC-HQ, HPLT-2.0 (english subset), and CommonCorpus) on various model (0.13B - 0.4B - 1.3B - 1.7B) and token (50B, 300B, 1T) scales. It is suppposed to serve as baselines for comparison and for studies on training dynamics. All artifacts are released under permissive Apache 2.0 licence.

See the Open-sci-ref 0.01 research release [blog post](https://laion.ai/blog/open-sci-ref-001/) and [github](https://github.com/LAION-AI/open-sci-ref-0.01) for more details.