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Invocation Minutes Official Tuesday, August 24, 2021 – 5:15 PM Present: Nicole L. Hendrickson, Kirkland D. Carden, Ben Ku, Marlene M. Fosque, Jasper Watkins III 1. Board of Commissioners Chaplain Denise Lawrence provided the Invocation. No official action taken.
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GOVERNING BODY ATTENDANCE | Name | 12.10.15 | 7.12.15 | 9.5.16 | 4.7.16 | 10.10.16 | 5.12.16 | 13.2.17 | 27.3.17 | |---|---|---|---|---|---|---|---|---| | Iain Lewis | P | P | P | P | Resigned | - | - | - | | Rachael McFarlane | P | P | P | P | P | P | P | | | Margaret Sanderson | Ap | P | Ap | P | P | P | DNA | | | Jennifer Whittam | P | P | P | P | P | P | P | | | Jeffrey Coward | P | Ap | P | Resigned | - | - | - | - | | Mark Bland | P | P | P | P | P | Resigned | - | - | | Patricia Jewell | P | P | P | P | P | P | Ap | | | Rachel Gilchrist | Ap | Ap | P | P | P | P | Ap | | | Simon Irving | - | - | P | P | P | Ap | P | | | Tricia Petersen | - | - | P | Ap | P | P | P | | | Lauren Thistlethwaite | - | - | - | - | P | P | P | | | Rev’d Canon Ruth Crossley | - | - | - | - | - | - | - | Ap | | Vacancy | | | | | | | | | | Vacancy | | | | | | | | | | Vacancy | | | | | | | | | | Helen Irving | P | P | P | P | P | P | P | | P – Present A – Apologies Received DNA – Did Not Attend
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Sampling Methodology

This dataset was created using reservoir sampling, a statistically unbiased random sampling algorithm that guarantees each sample from the source dataset has an equal probability of being included. This ensures the 100M token sample is representative of the full dataset's characteristics.

Source Dataset: HuggingFaceFW/finepdfs Sample Size: 100M tokens Content: High-quality textbook-style pdfs

Reservoir sampling enables rapid experimentation and ablation studies without processing the entire source dataset, while maintaining statistical validity of results.

For details on how this dataset was used in optimal pre-training data composition research, see the blog post.

Citation

If you use this model/dataset, please cite:

@article{sharma2025billion,
  title={The 1 Billion Token Challenge: Finding the Perfect Pre-training Mix},
  author={Sharma, Asankhaya},
  year={2025},
  url={https://huggingface.co/blog/codelion/optimal-dataset-mixing/}
}

For more details, see the blog post.

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