--- dataset_info: - config_name: complete_dataset features: - name: task_type dtype: string - name: script dtype: string - name: split dtype: string - name: inputs dtype: string - name: language dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: dataset_name dtype: string - name: targets dtype: string - name: template_id dtype: int64 splits: - name: train num_bytes: 5553365182 num_examples: 4050096 download_size: 1827014858 dataset_size: 5553365182 - config_name: templated_indic_paraphrase features: - name: task_type dtype: string - name: split dtype: string - name: script dtype: string - name: inputs dtype: string - name: language dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: dataset_name dtype: string - name: targets dtype: string - name: template_id dtype: int64 splits: - name: train num_bytes: 887070 num_examples: 1517 download_size: 304055 dataset_size: 887070 - config_name: templated_indic_sentiment features: - name: task_type dtype: string - name: split dtype: string - name: script dtype: string - name: inputs dtype: string - name: language dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: dataset_name dtype: string - name: targets dtype: string - name: template_id dtype: int64 splits: - name: train num_bytes: 781847 num_examples: 1156 download_size: 318064 dataset_size: 781847 - config_name: templated_telugu_food features: - name: task_type dtype: string - name: split dtype: string - name: script dtype: string - name: inputs dtype: string - name: language dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: dataset_name dtype: string - name: targets dtype: string - name: template_id dtype: int64 splits: - name: train num_bytes: 1108509 num_examples: 441 download_size: 312377 dataset_size: 1108509 - config_name: templated_telugu_jokes features: - name: task_type dtype: string - name: split dtype: string - name: script dtype: string - name: inputs dtype: string - name: language dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: dataset_name dtype: string - name: targets dtype: string - name: template_id dtype: int64 splits: - name: train num_bytes: 966698 num_examples: 929 download_size: 298196 dataset_size: 966698 - config_name: templated_telugu_news features: - name: task_type dtype: string - name: split dtype: string - name: script dtype: string - name: inputs dtype: string - name: language dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: dataset_name dtype: string - name: targets dtype: string - name: template_id dtype: int64 splits: - name: train num_bytes: 1150840295 num_examples: 467090 download_size: 423046750 dataset_size: 1150840295 - config_name: templated_telugu_poems features: - name: task_type dtype: string - name: split dtype: string - name: script dtype: string - name: inputs dtype: string - name: language dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: dataset_name dtype: string - name: targets dtype: string - name: template_id dtype: int64 splits: - name: train num_bytes: 8244805 num_examples: 5115 download_size: 2713407 dataset_size: 8244805 - config_name: templated_telugu_riddles features: - name: task_type dtype: string - name: split dtype: string - name: script dtype: string - name: inputs dtype: string - name: language dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: dataset_name dtype: string - name: targets dtype: string - name: template_id dtype: int64 splits: - name: train num_bytes: 339040 num_examples: 844 download_size: 79017 dataset_size: 339040 - config_name: templated_xlel_wd features: - name: task_type dtype: string - name: split dtype: string - name: script dtype: string - name: inputs dtype: string - name: language dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: dataset_name dtype: string - name: targets dtype: string - name: template_id dtype: int64 splits: - name: train num_bytes: 1105593 num_examples: 639 download_size: 403809 dataset_size: 1105593 - config_name: translated_adversarial_qa features: - name: task_type dtype: string - name: script dtype: string - name: split dtype: string - name: inputs dtype: string - name: language dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: dataset_name dtype: string - name: targets dtype: string - name: template_id dtype: int64 splits: - name: train num_bytes: 23828637 num_examples: 10000 download_size: 5853372 dataset_size: 23828637 - config_name: translated_cnn_dailymail features: - name: task_type dtype: string - name: script dtype: string - name: split dtype: string - name: inputs dtype: string - name: language dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: dataset_name dtype: string - name: targets dtype: string - name: template_id dtype: int64 splits: - name: train num_bytes: 624416386 num_examples: 100000 download_size: 228934790 dataset_size: 624416386 - config_name: translated_dolly features: - name: task_type dtype: string - name: split dtype: string - name: script dtype: string - name: inputs dtype: string - name: language dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: dataset_name dtype: string - name: targets dtype: string - name: template_id dtype: int64 splits: - name: train num_bytes: 32136437 num_examples: 14808 download_size: 12268225 dataset_size: 32136437 - config_name: translated_flan_coqa features: - name: task_type dtype: string - name: script dtype: string - name: split dtype: string - name: inputs dtype: string - name: language dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: dataset_name dtype: string - name: targets dtype: string - name: template_id dtype: int64 splits: - name: train num_bytes: 42954081 num_examples: 6409 download_size: 15878737 dataset_size: 42954081 - config_name: translated_flan_cot features: - name: task_type dtype: string - name: script dtype: string - name: split dtype: string - name: inputs dtype: string - name: language dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: dataset_name dtype: string - name: targets dtype: string - name: template_id dtype: int64 splits: - name: train num_bytes: 103946965 num_examples: 91910 download_size: 36013799 dataset_size: 103946965 - config_name: translated_flan_gem_wiki features: - name: task_type dtype: string - name: script dtype: string - name: split dtype: string - name: inputs dtype: string - name: language dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: dataset_name dtype: string - name: targets dtype: string - name: template_id dtype: int64 splits: - name: train num_bytes: 171947547 num_examples: 27147 download_size: 61509697 dataset_size: 171947547 - config_name: translated_flan_lambada features: - name: task_type dtype: string - name: script dtype: string - name: split dtype: string - name: inputs dtype: string - name: language dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: dataset_name dtype: string - name: targets dtype: string - name: template_id dtype: int64 splits: - name: train num_bytes: 3350933 num_examples: 4279 download_size: 1244741 dataset_size: 3350933 - config_name: translated_flan_qa features: - name: task_type dtype: string - name: script dtype: string - name: split dtype: string - name: inputs dtype: string - name: language dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: dataset_name dtype: string - name: targets dtype: string - name: template_id dtype: int64 splits: - name: train num_bytes: 466231 num_examples: 540 download_size: 163927 dataset_size: 466231 - config_name: translated_hotpotqa features: - name: task_type dtype: string - name: script dtype: string - name: split dtype: string - name: inputs dtype: string - name: language dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: dataset_name dtype: string - name: targets dtype: string - name: template_id dtype: int64 splits: - name: train num_bytes: 173446675 num_examples: 355476 download_size: 51566169 dataset_size: 173446675 - config_name: translated_joke_explaination features: - name: task_type dtype: string - name: script dtype: string - name: split dtype: string - name: inputs dtype: string - name: language dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: dataset_name dtype: string - name: targets dtype: string - name: template_id dtype: int64 splits: - name: train num_bytes: 1427307 num_examples: 754 download_size: 324060 dataset_size: 1427307 - config_name: translated_mintaka features: - name: task_type dtype: string - name: script dtype: string - name: split dtype: string - name: inputs dtype: string - name: language dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: dataset_name dtype: string - name: targets dtype: string - name: template_id dtype: int64 splits: - name: train num_bytes: 5737422 num_examples: 14000 download_size: 969828 dataset_size: 5737422 - config_name: translated_nqopen features: - name: task_type dtype: string - name: script dtype: string - name: split dtype: string - name: inputs dtype: string - name: language dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: dataset_name dtype: string - name: targets dtype: string - name: template_id dtype: int64 splits: - name: train num_bytes: 55232722 num_examples: 175850 download_size: 15606726 dataset_size: 55232722 - config_name: translated_paws features: - name: task_type dtype: string - name: script dtype: string - name: split dtype: string - name: inputs dtype: string - name: language dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: dataset_name dtype: string - name: targets dtype: string - name: template_id dtype: int64 splits: - name: train num_bytes: 47144986 num_examples: 49401 download_size: 6120004 dataset_size: 47144986 - config_name: translated_piqa features: - name: task_type dtype: string - name: script dtype: string - name: split dtype: string - name: inputs dtype: string - name: language dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: dataset_name dtype: string - name: targets dtype: string - name: template_id dtype: int64 splits: - name: train num_bytes: 19252904 num_examples: 16113 download_size: 5383085 dataset_size: 19252904 - config_name: translated_soda features: - name: task_type dtype: string - name: script dtype: string - name: split dtype: string - name: inputs dtype: string - name: language dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: dataset_name dtype: string - name: targets dtype: string - name: template_id dtype: int64 splits: - name: train num_bytes: 1112271687 num_examples: 1191582 download_size: 309159822 dataset_size: 1112271687 - config_name: translated_wiki_split features: - name: task_type dtype: string - name: script dtype: string - name: split dtype: string - name: inputs dtype: string - name: language dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: dataset_name dtype: string - name: targets dtype: string - name: template_id dtype: int64 splits: - name: train num_bytes: 1111439015 num_examples: 989944 download_size: 326772204 dataset_size: 1111439015 - config_name: translated_wikiqa features: - name: task_type dtype: string - name: script dtype: string - name: split dtype: string - name: inputs dtype: string - name: language dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: dataset_name dtype: string - name: targets dtype: string - name: template_id dtype: int64 splits: - name: train num_bytes: 730463 num_examples: 1040 download_size: 261132 dataset_size: 730463 - config_name: translated_xlel_wd features: - name: task_type dtype: string - name: script dtype: string - name: split dtype: string - name: inputs dtype: string - name: language dtype: string - name: id dtype: int64 - name: sub_dataset_name dtype: string - name: dataset_name dtype: string - name: targets dtype: string - name: template_id dtype: int64 splits: - name: train num_bytes: 859360927 num_examples: 523112 download_size: 320781896 dataset_size: 859360927 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: templated_telugu_food data_files: - split: train path: templated_telugu_food/train-* - config_name: templated_telugu_jokes data_files: - split: train path: templated_telugu_jokes/train-* - config_name: templated_telugu_news data_files: - split: train path: templated_telugu_news/train-* - config_name: templated_telugu_poems data_files: - split: train path: templated_telugu_poems/train-* - config_name: templated_telugu_riddles data_files: - split: train path: templated_telugu_riddles/train-* - config_name: templated_xlel_wd data_files: - split: train path: templated_xlel_wd/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 - te --- # Aya_Telgu 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} } ```