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* Add Pile-10k readme * Add Pile-10k task configuration file
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# Pile-10k | ||
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### Paper | ||
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Title: `NeelNanda/pile-10k` | ||
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Abstract: The first 10K elements of [The Pile](https://pile.eleuther.ai/), useful for debugging models trained on it. See the [HuggingFace page for the full Pile](https://huggingface.co/datasets/the_pile) for more info. Inspired by [stas' great resource](https://huggingface.co/datasets/stas/openwebtext-10k) doing the same for OpenWebText | ||
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Homepage: [https://huggingface.co/datasets/NeelNanda/pile-10k](https://huggingface.co/datasets/NeelNanda/pile-10k) | ||
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### Citation | ||
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``` | ||
@misc{Nanda2022Pile10K, | ||
author = {Nanda, Neel}, | ||
title = {{NeelNanda/pile-10k} \textendash\ Datasets at Hugging Face}, | ||
year = {2022}, | ||
howpublished = {\url{https://huggingface.co/datasets/NeelNanda/pile-10k}}, | ||
} | ||
``` | ||
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### Groups and Tasks | ||
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#### Groups | ||
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* Not part of a group yet. | ||
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#### Tasks | ||
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* `pile_10k`: `The first 10K elements of The Pile, useful for debugging models trained on it.` | ||
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### Checklist | ||
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For adding novel benchmarks/datasets to the library: | ||
* [ ] Is the task an existing benchmark in the literature? | ||
* [ ] Have you referenced the original paper that introduced the task? | ||
* [ ] If yes, does the original paper provide a reference implementation? If so, have you checked against the reference implementation and documented how to run such a test? | ||
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If other tasks on this dataset are already supported: | ||
* [ ] Is the "Main" variant of this task clearly denoted? | ||
* [ ] Have you provided a short sentence in a README on what each new variant adds / evaluates? | ||
* [ ] Have you noted which, if any, published evaluation setups are matched by this variant? |
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task: pile_10k | ||
dataset_path: NeelNanda/pile-10k | ||
dataset_name: null | ||
output_type: loglikelihood_rolling | ||
test_split: train | ||
doc_to_text: "" | ||
doc_to_target: "text" | ||
metric_list: | ||
- metric: word_perplexity | ||
aggregation: weighted_perplexity | ||
higher_is_better: false | ||
- metric: byte_perplexity | ||
aggregation: weighted_perplexity | ||
higher_is_better: false | ||
- metric: bits_per_byte | ||
aggregation: bits_per_byte | ||
higher_is_better: false | ||
metadata: | ||
version: 1.0 |