--- dataset_info: - config_name: complete_dataset features: - name: template_id dtype: int64 - name: script dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: task_type dtype: string - name: split dtype: string - name: targets dtype: string - name: inputs dtype: string - name: language dtype: string - name: dataset_name dtype: string splits: - name: train num_bytes: 4062911049 num_examples: 3574522 download_size: 1333336553 dataset_size: 4062911049 - config_name: templated_indic_paraphrase features: - name: template_id dtype: int64 - name: script dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: task_type dtype: string - name: split dtype: string - name: targets dtype: string - name: inputs dtype: string - name: language dtype: string - name: dataset_name dtype: string splits: - name: train num_bytes: 713151 num_examples: 1001 download_size: 236536 dataset_size: 713151 - config_name: templated_indic_sentiment features: - name: template_id dtype: int64 - name: script dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: task_type dtype: string - name: split dtype: string - name: targets dtype: string - name: inputs dtype: string - name: language dtype: string - name: dataset_name dtype: string splits: - name: train num_bytes: 727608 num_examples: 1156 download_size: 300395 dataset_size: 727608 - config_name: translated_adversarial_qa features: - name: template_id dtype: int64 - name: script dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: task_type dtype: string - name: split dtype: string - name: targets dtype: string - name: inputs dtype: string - name: language dtype: string - name: dataset_name dtype: string splits: - name: train num_bytes: 22526058 num_examples: 10000 download_size: 5672234 dataset_size: 22526058 - config_name: translated_cnn_dailymail features: - name: template_id dtype: int64 - name: script dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: task_type dtype: string - name: split dtype: string - name: targets dtype: string - name: inputs dtype: string - name: language dtype: string - name: dataset_name dtype: string splits: - name: train num_bytes: 591229533 num_examples: 100000 download_size: 221876667 dataset_size: 591229533 - config_name: translated_dolly features: - name: template_id dtype: int64 - name: script dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: task_type dtype: string - name: split dtype: string - name: targets dtype: string - name: inputs dtype: string - name: language dtype: string - name: dataset_name dtype: string splits: - name: train num_bytes: 30032121 num_examples: 14808 download_size: 11807573 dataset_size: 30032121 - config_name: translated_flan_coqa features: - name: template_id dtype: int64 - name: script dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: task_type dtype: string - name: split dtype: string - name: targets dtype: string - name: inputs dtype: string - name: language dtype: string - name: dataset_name dtype: string splits: - name: train num_bytes: 39246578 num_examples: 6409 download_size: 15298752 dataset_size: 39246578 - config_name: translated_flan_cot features: - name: template_id dtype: int64 - name: script dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: task_type dtype: string - name: split dtype: string - name: targets dtype: string - name: inputs dtype: string - name: language dtype: string - name: dataset_name dtype: string splits: - name: train num_bytes: 96325315 num_examples: 91910 download_size: 33792891 dataset_size: 96325315 - config_name: translated_flan_gem_wiki features: - name: template_id dtype: int64 - name: script dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: task_type dtype: string - name: split dtype: string - name: targets dtype: string - name: inputs dtype: string - name: language dtype: string - name: dataset_name dtype: string splits: - name: train num_bytes: 156203175 num_examples: 27147 download_size: 58200435 dataset_size: 156203175 - config_name: translated_flan_lambada features: - name: template_id dtype: int64 - name: script dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: task_type dtype: string - name: split dtype: string - name: targets dtype: string - name: inputs dtype: string - name: language dtype: string - name: dataset_name dtype: string splits: - name: train num_bytes: 3225005 num_examples: 4279 download_size: 1231467 dataset_size: 3225005 - config_name: translated_flan_qa features: - name: template_id dtype: int64 - name: script dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: task_type dtype: string - name: split dtype: string - name: targets dtype: string - name: inputs dtype: string - name: language dtype: string - name: dataset_name dtype: string splits: - name: train num_bytes: 422832 num_examples: 540 download_size: 153580 dataset_size: 422832 - config_name: translated_hotpotqa features: - name: template_id dtype: int64 - name: script dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: task_type dtype: string - name: split dtype: string - name: targets dtype: string - name: inputs dtype: string - name: language dtype: string - name: dataset_name dtype: string splits: - name: train num_bytes: 163478240 num_examples: 355476 download_size: 49147624 dataset_size: 163478240 - config_name: translated_joke_explaination features: - name: template_id dtype: int64 - name: script dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: task_type dtype: string - name: split dtype: string - name: targets dtype: string - name: inputs dtype: string - name: language dtype: string - name: dataset_name dtype: string splits: - name: train num_bytes: 1292529 num_examples: 754 download_size: 272328 dataset_size: 1292529 - config_name: translated_mintaka features: - name: template_id dtype: int64 - name: script dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: task_type dtype: string - name: split dtype: string - name: targets dtype: string - name: inputs dtype: string - name: language dtype: string - name: dataset_name dtype: string splits: - name: train num_bytes: 5528962 num_examples: 14000 download_size: 959207 dataset_size: 5528962 - config_name: translated_nqopen features: - name: template_id dtype: int64 - name: script dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: task_type dtype: string - name: split dtype: string - name: targets dtype: string - name: inputs dtype: string - name: language dtype: string - name: dataset_name dtype: string splits: - name: train num_bytes: 51506008 num_examples: 175850 download_size: 14896245 dataset_size: 51506008 - config_name: translated_paws features: - name: template_id dtype: int64 - name: script dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: task_type dtype: string - name: split dtype: string - name: targets dtype: string - name: inputs dtype: string - name: language dtype: string - name: dataset_name dtype: string splits: - name: train num_bytes: 43206101 num_examples: 49401 download_size: 5821490 dataset_size: 43206101 - config_name: translated_piqa features: - name: template_id dtype: int64 - name: script dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: task_type dtype: string - name: split dtype: string - name: targets dtype: string - name: inputs dtype: string - name: language dtype: string - name: dataset_name dtype: string splits: - name: train num_bytes: 17740514 num_examples: 16113 download_size: 5010483 dataset_size: 17740514 - config_name: translated_soda features: - name: template_id dtype: int64 - name: script dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: task_type dtype: string - name: split dtype: string - name: targets dtype: string - name: inputs dtype: string - name: language dtype: string - name: dataset_name dtype: string splits: - name: train num_bytes: 1038535659 num_examples: 1191582 download_size: 280356128 dataset_size: 1038535659 - config_name: translated_wiki_split features: - name: template_id dtype: int64 - name: script dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: task_type dtype: string - name: split dtype: string - name: targets dtype: string - name: inputs dtype: string - name: language dtype: string - name: dataset_name dtype: string splits: - name: train num_bytes: 973083748 num_examples: 989944 download_size: 311301712 dataset_size: 973083748 - config_name: translated_wikiqa features: - name: template_id dtype: int64 - name: script dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: task_type dtype: string - name: split dtype: string - name: targets dtype: string - name: inputs dtype: string - name: language dtype: string - name: dataset_name dtype: string splits: - name: train num_bytes: 686826 num_examples: 1040 download_size: 251364 dataset_size: 686826 - config_name: translated_xlel_wd features: - name: template_id dtype: int64 - name: script dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: task_type dtype: string - name: split dtype: string - name: targets dtype: string - name: inputs dtype: string - name: language dtype: string - name: dataset_name dtype: string splits: - name: train num_bytes: 827201086 num_examples: 523112 download_size: 316611612 dataset_size: 827201086 configs: - config_name: complete_dataset data_files: - split: train path: complete_dataset/train-* - config_name: templated_indic_paraphrase data_files: - split: train path: templated_indic_paraphrase/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 --- # Aya_Gujarati 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} } ```