--- dataset_info: - config_name: arithmetic_1dc features: - name: context dtype: string - name: completion dtype: string splits: - name: validation num_bytes: 97651 num_examples: 2000 download_size: 21322 dataset_size: 97651 - config_name: arithmetic_2da features: - name: context dtype: string - name: completion dtype: string splits: - name: validation num_bytes: 96624 num_examples: 2000 download_size: 20598 dataset_size: 96624 - config_name: arithmetic_2dm features: - name: context dtype: string - name: completion dtype: string splits: - name: validation num_bytes: 100685 num_examples: 2000 download_size: 27593 dataset_size: 100685 - config_name: arithmetic_2ds features: - name: context dtype: string - name: completion dtype: string splits: - name: validation num_bytes: 98216 num_examples: 2000 download_size: 20805 dataset_size: 98216 - config_name: arithmetic_3da features: - name: context dtype: string - name: completion dtype: string splits: - name: validation num_bytes: 102612 num_examples: 2000 download_size: 31042 dataset_size: 102612 - config_name: arithmetic_3ds features: - name: context dtype: string - name: completion dtype: string splits: - name: validation num_bytes: 104150 num_examples: 2000 download_size: 31035 dataset_size: 104150 - config_name: arithmetic_4da features: - name: context dtype: string - name: completion dtype: string splits: - name: validation num_bytes: 108570 num_examples: 2000 download_size: 39711 dataset_size: 108570 - config_name: arithmetic_4ds features: - name: context dtype: string - name: completion dtype: string splits: - name: validation num_bytes: 110150 num_examples: 2000 download_size: 39722 dataset_size: 110150 - config_name: arithmetic_5da features: - name: context dtype: string - name: completion dtype: string splits: - name: validation num_bytes: 114476 num_examples: 2000 download_size: 45989 dataset_size: 114476 - config_name: arithmetic_5ds features: - name: context dtype: string - name: completion dtype: string splits: - name: validation num_bytes: 116119 num_examples: 2000 download_size: 46059 dataset_size: 116119 configs: - config_name: arithmetic_1dc data_files: - split: validation path: arithmetic_1dc/validation-* - config_name: arithmetic_2da data_files: - split: validation path: arithmetic_2da/validation-* - config_name: arithmetic_2dm data_files: - split: validation path: arithmetic_2dm/validation-* - config_name: arithmetic_2ds data_files: - split: validation path: arithmetic_2ds/validation-* - config_name: arithmetic_3da data_files: - split: validation path: arithmetic_3da/validation-* - config_name: arithmetic_3ds data_files: - split: validation path: arithmetic_3ds/validation-* - config_name: arithmetic_4da data_files: - split: validation path: arithmetic_4da/validation-* - config_name: arithmetic_4ds data_files: - split: validation path: arithmetic_4ds/validation-* - config_name: arithmetic_5da data_files: - split: validation path: arithmetic_5da/validation-* - config_name: arithmetic_5ds data_files: - split: validation path: arithmetic_5ds/validation-* --- ### Dataset Summary A small battery of 10 tests that involve asking language models a simple arithmetic problem in natural language. ### Languages English ### Source Data Obtained from [https://github.com/openai/gpt-3/tree/master/data](https://github.com/openai/gpt-3/tree/master/data) ### Citation ``` @article{brown2020language, title={Language Models are Few-Shot Learners}, author={Tom B. Brown and Benjamin Mann and Nick Ryder and Melanie Subbiah and Jared Kaplan and Prafulla Dhariwal and Arvind Neelakantan and Pranav Shyam and Girish Sastry and Amanda Askell and Sandhini Agarwal and Ariel Herbert-Voss and Gretchen Krueger and Tom Henighan and Rewon Child and Aditya Ramesh and Daniel M. Ziegler and Jeffrey Wu and Clemens Winter and Christopher Hesse and Mark Chen and Eric Sigler and Mateusz Litwin and Scott Gray and Benjamin Chess and Jack Clark and Christopher Berner and Sam McCandlish and Alec Radford and Ilya Sutskever and Dario Amodei}, year={2020}, eprint={2005.14165}, archivePrefix={arXiv}, primaryClass={cs.CL} } ```