--- dataset_info: - config_name: aya_dataset features: - name: language dtype: string - name: dataset_name dtype: string - name: split dtype: string - name: inputs dtype: string - name: script dtype: string - name: task_type dtype: string - name: sub_dataset_name dtype: string - name: template_id dtype: string - name: id dtype: int64 - name: targets dtype: string splits: - name: train num_bytes: 390848 num_examples: 334 download_size: 139165 dataset_size: 390848 - config_name: complete_dataset features: - name: language dtype: string - name: dataset_name dtype: string - name: split dtype: string - name: inputs dtype: string - name: script dtype: string - name: task_type dtype: string - name: sub_dataset_name dtype: string - name: template_id dtype: int64 - name: id dtype: int64 - name: targets dtype: string - name: alphabet dtype: string - name: gcp_source dtype: string splits: - name: train num_bytes: 4632830035 num_examples: 3573521 download_size: 1431424408 dataset_size: 4632830035 - config_name: templated_indic_sentiment features: - name: language dtype: string - name: dataset_name dtype: string - name: split dtype: string - name: inputs dtype: string - name: script dtype: string - name: task_type dtype: string - name: sub_dataset_name dtype: string - name: template_id dtype: int64 - name: id dtype: int64 - name: targets dtype: string splits: - name: train num_bytes: 794567 num_examples: 1156 download_size: 316708 dataset_size: 794567 - config_name: translated_adversarial_qa features: - name: language dtype: string - name: dataset_name dtype: string - name: split dtype: string - name: inputs dtype: string - name: script dtype: string - name: task_type dtype: string - name: sub_dataset_name dtype: string - name: template_id dtype: int64 - name: id dtype: int64 - name: targets dtype: string splits: - name: train num_bytes: 25509654 num_examples: 10000 download_size: 6065698 dataset_size: 25509654 - config_name: translated_cnn_dailymail features: - name: language dtype: string - name: dataset_name dtype: string - name: split dtype: string - name: inputs dtype: string - name: script dtype: string - name: task_type dtype: string - name: sub_dataset_name dtype: string - name: template_id dtype: int64 - name: id dtype: int64 - name: targets dtype: string splits: - name: train num_bytes: 653069617 num_examples: 100000 download_size: 234900969 dataset_size: 653069617 - config_name: translated_dolly features: - name: language dtype: string - name: dataset_name dtype: string - name: split dtype: string - name: inputs dtype: string - name: alphabet dtype: string - name: script dtype: string - name: task_type dtype: string - name: sub_dataset_name dtype: string - name: template_id dtype: int64 - name: id dtype: int64 - name: targets dtype: string - name: gcp_source dtype: string splits: - name: train num_bytes: 35584936 num_examples: 14808 download_size: 12599289 dataset_size: 35584936 - config_name: translated_flan_coqa features: - name: language dtype: string - name: dataset_name dtype: string - name: split dtype: string - name: inputs dtype: string - name: script dtype: string - name: task_type dtype: string - name: sub_dataset_name dtype: string - name: template_id dtype: int64 - name: id dtype: int64 - name: targets dtype: string splits: - name: train num_bytes: 43646395 num_examples: 6409 download_size: 16260675 dataset_size: 43646395 - config_name: translated_flan_cot features: - name: language dtype: string - name: dataset_name dtype: string - name: split dtype: string - name: inputs dtype: string - name: script dtype: string - name: task_type dtype: string - name: sub_dataset_name dtype: string - name: template_id dtype: int64 - name: id dtype: int64 - name: targets dtype: string splits: - name: train num_bytes: 108505567 num_examples: 91910 download_size: 36325090 dataset_size: 108505567 - config_name: translated_flan_gem_wiki features: - name: language dtype: string - name: dataset_name dtype: string - name: split dtype: string - name: inputs dtype: string - name: script dtype: string - name: task_type dtype: string - name: sub_dataset_name dtype: string - name: template_id dtype: int64 - name: id dtype: int64 - name: targets dtype: string splits: - name: train num_bytes: 181999355 num_examples: 27147 download_size: 62132766 dataset_size: 181999355 - config_name: translated_flan_lambada features: - name: language dtype: string - name: dataset_name dtype: string - name: split dtype: string - name: inputs dtype: string - name: script dtype: string - name: task_type dtype: string - name: sub_dataset_name dtype: string - name: template_id dtype: int64 - name: id dtype: int64 - name: targets dtype: string splits: - name: train num_bytes: 3546797 num_examples: 4279 download_size: 1277091 dataset_size: 3546797 - config_name: translated_flan_qa features: - name: language dtype: string - name: dataset_name dtype: string - name: split dtype: string - name: inputs dtype: string - name: script dtype: string - name: task_type dtype: string - name: sub_dataset_name dtype: string - name: template_id dtype: int64 - name: id dtype: int64 - name: targets dtype: string splits: - name: train num_bytes: 488448 num_examples: 540 download_size: 166479 dataset_size: 488448 - config_name: translated_hotpotqa features: - name: language dtype: string - name: dataset_name dtype: string - name: split dtype: string - name: inputs dtype: string - name: script dtype: string - name: task_type dtype: string - name: sub_dataset_name dtype: string - name: template_id dtype: int64 - name: id dtype: int64 - name: targets dtype: string splits: - name: train num_bytes: 182608980 num_examples: 355476 download_size: 52850436 dataset_size: 182608980 - config_name: translated_joke_explaination features: - name: language dtype: string - name: dataset_name dtype: string - name: split dtype: string - name: inputs dtype: string - name: script dtype: string - name: task_type dtype: string - name: sub_dataset_name dtype: string - name: template_id dtype: int64 - name: id dtype: int64 - name: targets dtype: string splits: - name: train num_bytes: 1509153 num_examples: 754 download_size: 286080 dataset_size: 1509153 - config_name: translated_mintaka features: - name: language dtype: string - name: dataset_name dtype: string - name: split dtype: string - name: inputs dtype: string - name: script dtype: string - name: task_type dtype: string - name: sub_dataset_name dtype: string - name: template_id dtype: int64 - name: id dtype: int64 - name: targets dtype: string splits: - name: train num_bytes: 5972373 num_examples: 14000 download_size: 1006369 dataset_size: 5972373 - config_name: translated_nqopen features: - name: language dtype: string - name: dataset_name dtype: string - name: split dtype: string - name: inputs dtype: string - name: script dtype: string - name: task_type dtype: string - name: sub_dataset_name dtype: string - name: template_id dtype: int64 - name: id dtype: int64 - name: targets dtype: string splits: - name: train num_bytes: 55936648 num_examples: 175850 download_size: 15924378 dataset_size: 55936648 - config_name: translated_paws features: - name: language dtype: string - name: dataset_name dtype: string - name: split dtype: string - name: inputs dtype: string - name: script dtype: string - name: task_type dtype: string - name: sub_dataset_name dtype: string - name: template_id dtype: int64 - name: id dtype: int64 - name: targets dtype: string splits: - name: train num_bytes: 48580017 num_examples: 49401 download_size: 6282738 dataset_size: 48580017 - config_name: translated_piqa features: - name: language dtype: string - name: dataset_name dtype: string - name: split dtype: string - name: inputs dtype: string - name: script dtype: string - name: task_type dtype: string - name: sub_dataset_name dtype: string - name: template_id dtype: int64 - name: id dtype: int64 - name: targets dtype: string splits: - name: train num_bytes: 20512352 num_examples: 16113 download_size: 5455346 dataset_size: 20512352 - config_name: translated_soda features: - name: language dtype: string - name: dataset_name dtype: string - name: split dtype: string - name: inputs dtype: string - name: script dtype: string - name: task_type dtype: string - name: sub_dataset_name dtype: string - name: template_id dtype: int64 - name: id dtype: int64 - name: targets dtype: string splits: - name: train num_bytes: 1233968472 num_examples: 1191582 download_size: 321032425 dataset_size: 1233968472 - config_name: translated_wiki_split features: - name: language dtype: string - name: dataset_name dtype: string - name: split dtype: string - name: inputs dtype: string - name: script dtype: string - name: task_type dtype: string - name: sub_dataset_name dtype: string - name: template_id dtype: int64 - name: id dtype: int64 - name: targets dtype: string splits: - name: train num_bytes: 1090643354 num_examples: 989944 download_size: 326874397 dataset_size: 1090643354 - config_name: translated_wikiqa features: - name: language dtype: string - name: dataset_name dtype: string - name: split dtype: string - name: inputs dtype: string - name: script dtype: string - name: task_type dtype: string - name: sub_dataset_name dtype: string - name: template_id dtype: int64 - name: id dtype: int64 - name: targets dtype: string splits: - name: train num_bytes: 765618 num_examples: 1040 download_size: 273816 dataset_size: 765618 - config_name: translated_xlel_wd features: - name: language dtype: string - name: dataset_name dtype: string - name: split dtype: string - name: inputs dtype: string - name: script dtype: string - name: task_type dtype: string - name: sub_dataset_name dtype: string - name: template_id dtype: int64 - name: id dtype: int64 - name: targets dtype: string splits: - name: train num_bytes: 909828328 num_examples: 523112 download_size: 329911836 dataset_size: 909828328 configs: - config_name: aya_dataset data_files: - split: train path: aya_dataset/train-* - config_name: complete_dataset data_files: - split: train path: complete_dataset/train-* - config_name: templated_indic_sentiment data_files: - split: train path: templated_indic_sentiment/train-* - config_name: translated_adversarial_qa data_files: - split: train path: translated_adversarial_qa/train-* - config_name: translated_cnn_dailymail data_files: - split: train path: translated_cnn_dailymail/train-* - config_name: translated_dolly data_files: - split: train path: translated_dolly/train-* - config_name: translated_flan_coqa data_files: - split: train path: translated_flan_coqa/train-* - config_name: translated_flan_cot data_files: - split: train path: translated_flan_cot/train-* - config_name: translated_flan_gem_wiki data_files: - split: train path: translated_flan_gem_wiki/train-* - config_name: translated_flan_lambada data_files: - split: train path: translated_flan_lambada/train-* - config_name: translated_flan_qa data_files: - split: train path: translated_flan_qa/train-* - config_name: translated_hotpotqa data_files: - split: train path: translated_hotpotqa/train-* - config_name: translated_joke_explaination data_files: - split: train path: translated_joke_explaination/train-* - config_name: translated_mintaka data_files: - split: train path: translated_mintaka/train-* - config_name: translated_nqopen data_files: - split: train path: translated_nqopen/train-* - config_name: translated_paws data_files: - split: train path: translated_paws/train-* - config_name: translated_piqa data_files: - split: train path: translated_piqa/train-* - config_name: translated_soda data_files: - split: train path: translated_soda/train-* - config_name: translated_wiki_split data_files: - split: train path: translated_wiki_split/train-* - config_name: translated_wikiqa data_files: - split: train path: translated_wikiqa/train-* - config_name: translated_xlel_wd data_files: - split: train path: translated_xlel_wd/train-* license: apache-2.0 language: - en - kn --- # Aya_Kannada This Dataset is curated from the original [Aya-Collection](https://huggingface.co./datasets/CohereForAI/aya_collection) dataset that was open-sourced by [Cohere](https://cohere.com/research) under the [Apache-2.0](https://choosealicense.com/licenses/apache-2.0/) license. The Aya Collection is a massive multilingual collection comprising 513 million instances of prompts and completions that cover a wide range of tasks. This collection uses instruction-style templates from fluent speakers and applies them to a curated list of datasets. It also includes translations of instruction-style datasets into 101 languages. The Aya Dataset, a human-curated multilingual instruction and response dataset, is part of this collection. Refer to our paper for more details about the collection. ### Motivations & Intentions The original dataset is large and more task-specific than language-specific. To carry out a task specific to the Indic language, one would previously have needed to download the entire dataset (~600 GB) and filter it. As we were training an Indic LLm internally, we filtered the dataset by language and curated this dataset. You can find all the Indic-language specific datasets - [here](https://huggingface.co./collections/Cognitive-Lab/aya-indic-suite-65eaa0e34a2307f30bbd55e5). ## **Data Instances** An example of a `train` instance looks as follows: ```yaml {'id': 246001, 'inputs': 'The following query in English is taken from the geography category. What could be the answer to the question?\nWhat is the seventh tallest mountain in North America?', 'targets': 'The answer is Mount Lucania.', 'dataset_name': 'Mintaka-inst', 'sub_dataset_name': '-', 'task_type': 'question-answering', 'template_id': 3, 'language': 'eng', 'split': 'train', 'script': 'Latn' } ``` ## **Data Fields** The data fields are the same among all splits: - `id:` Unique id of the data point - `inputs:` Prompt or input to the language model. - `targets:` Completion or output of the language model. - `dataset_name:` The name of the source dataset that the data point was taken from - `sub_dataset_name:` If the source is a collection, this field indicates which part of that collection the data point was taken from. If it is not a collection, this field is left blank. - `task_type:` The task type that this conversation belongs to. - `template_id`: The id of the template applied to this data point. - `language:` The ISO code of the dialect of the conversation. - `script:` The script of the language. - `split:` Indicates whether the data point is part of the `train` or the `test` split. ## **Licensing Information** This dataset can be used for any purpose, whether academic or commercial, under the terms of the **[Apache 2.0](https://opensource.org/license/apache-2-0)** License. Citation ```yaml @misc{singh2024aya, title={Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning}, author={Shivalika Singh and Freddie Vargus and Daniel Dsouza and Börje F. Karlsson and Abinaya Mahendiran and Wei-Yin Ko and Herumb Shandilya and Jay Patel and Deividas Mataciunas and Laura OMahony and Mike Zhang and Ramith Hettiarachchi and Joseph Wilson and Marina Machado and Luisa Souza Moura and Dominik Krzemiński and Hakimeh Fadaei and Irem Ergün and Ifeoma Okoh and Aisha Alaagib and Oshan Mudannayake and Zaid Alyafeai and Vu Minh Chien and Sebastian Ruder and Surya Guthikonda and Emad A. Alghamdi and Sebastian Gehrmann and Niklas Muennighoff and Max Bartolo and Julia Kreutzer and Ahmet Üstün and Marzieh Fadaee and Sara Hooker}, year={2024}, eprint={2402.06619}, archivePrefix={arXiv}, primaryClass={cs.CL} } ```