--- dataset_info: - config_name: complete_dataset features: - name: id dtype: int64 - name: task_type dtype: string - name: inputs dtype: string - name: dataset_name dtype: string - name: language dtype: string - name: template_id dtype: int64 - name: targets dtype: string - name: split dtype: string - name: script dtype: string - name: sub_dataset_name dtype: string splits: - name: train num_bytes: 4808907428 num_examples: 3582574 download_size: 1449098594 dataset_size: 4808907428 - config_name: templated_indic_sentiment features: - name: id dtype: int64 - name: task_type dtype: string - name: inputs dtype: string - name: dataset_name dtype: string - name: language dtype: string - name: template_id dtype: int64 - name: targets dtype: string - name: split dtype: string - name: script dtype: string - name: sub_dataset_name dtype: string splits: - name: train num_bytes: 821843 num_examples: 1156 download_size: 321367 dataset_size: 821843 - config_name: templated_tamil_stories features: - name: id dtype: int64 - name: task_type dtype: string - name: inputs dtype: string - name: dataset_name dtype: string - name: language dtype: string - name: template_id dtype: int64 - name: targets dtype: string - name: split dtype: string - name: script dtype: string - name: sub_dataset_name dtype: string splits: - name: train num_bytes: 14555943 num_examples: 1202 download_size: 4886244 dataset_size: 14555943 - config_name: templated_tamil_thirukkural features: - name: id dtype: int64 - name: task_type dtype: string - name: inputs dtype: string - name: dataset_name dtype: string - name: language dtype: string - name: template_id dtype: int64 - name: targets dtype: string - name: split dtype: string - name: script dtype: string - name: sub_dataset_name dtype: string splits: - name: train num_bytes: 7722387 num_examples: 3990 download_size: 1430774 dataset_size: 7722387 - config_name: templated_xlel_wd features: - name: id dtype: int64 - name: task_type dtype: string - name: inputs dtype: string - name: dataset_name dtype: string - name: language dtype: string - name: template_id dtype: int64 - name: targets dtype: string - name: split dtype: string - name: script dtype: string - name: sub_dataset_name dtype: string splits: - name: train num_bytes: 6423580 num_examples: 3861 download_size: 2194151 dataset_size: 6423580 - config_name: translated_adversarial_qa features: - name: id dtype: int64 - name: task_type dtype: string - name: inputs dtype: string - name: dataset_name dtype: string - name: language dtype: string - name: template_id dtype: int64 - name: targets dtype: string - name: split dtype: string - name: script dtype: string - name: sub_dataset_name dtype: string splits: - name: train num_bytes: 27100085 num_examples: 10000 download_size: 6134878 dataset_size: 27100085 - config_name: translated_cnn_dailymail features: - name: id dtype: int64 - name: task_type dtype: string - name: inputs dtype: string - name: dataset_name dtype: string - name: language dtype: string - name: template_id dtype: int64 - name: targets dtype: string - name: split dtype: string - name: script dtype: string - name: sub_dataset_name dtype: string splits: - name: train num_bytes: 725255684 num_examples: 100000 download_size: 245351920 dataset_size: 725255684 - config_name: translated_dolly features: - name: id dtype: int64 - name: task_type dtype: string - name: inputs dtype: string - name: dataset_name dtype: string - name: language dtype: string - name: template_id dtype: int64 - name: targets dtype: string - name: split dtype: string - name: script dtype: string - name: sub_dataset_name dtype: string splits: - name: train num_bytes: 36095149 num_examples: 14808 download_size: 12765749 dataset_size: 36095149 - config_name: translated_flan_coqa features: - name: id dtype: int64 - name: task_type dtype: string - name: inputs dtype: string - name: dataset_name dtype: string - name: language dtype: string - name: template_id dtype: int64 - name: targets dtype: string - name: split dtype: string - name: script dtype: string - name: sub_dataset_name dtype: string splits: - name: train num_bytes: 47190884 num_examples: 6409 download_size: 16643233 dataset_size: 47190884 - config_name: translated_flan_cot features: - name: id dtype: int64 - name: task_type dtype: string - name: inputs dtype: string - name: dataset_name dtype: string - name: language dtype: string - name: template_id dtype: int64 - name: targets dtype: string - name: split dtype: string - name: script dtype: string - name: sub_dataset_name dtype: string splits: - name: train num_bytes: 116616264 num_examples: 91910 download_size: 37692925 dataset_size: 116616264 - config_name: translated_flan_gem_wiki features: - name: id dtype: int64 - name: task_type dtype: string - name: inputs dtype: string - name: dataset_name dtype: string - name: language dtype: string - name: template_id dtype: int64 - name: targets dtype: string - name: split dtype: string - name: script dtype: string - name: sub_dataset_name dtype: string splits: - name: train num_bytes: 185434422 num_examples: 27147 download_size: 60004679 dataset_size: 185434422 - config_name: translated_flan_lambada features: - name: id dtype: int64 - name: task_type dtype: string - name: inputs dtype: string - name: dataset_name dtype: string - name: language dtype: string - name: template_id dtype: int64 - name: targets dtype: string - name: split dtype: string - name: script dtype: string - name: sub_dataset_name dtype: string splits: - name: train num_bytes: 3401706 num_examples: 4279 download_size: 1159040 dataset_size: 3401706 - config_name: translated_flan_qa features: - name: id dtype: int64 - name: task_type dtype: string - name: inputs dtype: string - name: dataset_name dtype: string - name: language dtype: string - name: template_id dtype: int64 - name: targets dtype: string - name: split dtype: string - name: script dtype: string - name: sub_dataset_name dtype: string splits: - name: train num_bytes: 499647 num_examples: 540 download_size: 165535 dataset_size: 499647 - config_name: translated_hotpotqa features: - name: id dtype: int64 - name: task_type dtype: string - name: inputs dtype: string - name: dataset_name dtype: string - name: language dtype: string - name: template_id dtype: int64 - name: targets dtype: string - name: split dtype: string - name: script dtype: string - name: sub_dataset_name dtype: string splits: - name: train num_bytes: 193362032 num_examples: 355476 download_size: 53713487 dataset_size: 193362032 - config_name: translated_joke_explaination features: - name: id dtype: int64 - name: task_type dtype: string - name: inputs dtype: string - name: dataset_name dtype: string - name: language dtype: string - name: template_id dtype: int64 - name: targets dtype: string - name: split dtype: string - name: script dtype: string - name: sub_dataset_name dtype: string splits: - name: train num_bytes: 1634648 num_examples: 754 download_size: 329076 dataset_size: 1634648 - config_name: translated_mintaka features: - name: id dtype: int64 - name: task_type dtype: string - name: inputs dtype: string - name: dataset_name dtype: string - name: language dtype: string - name: template_id dtype: int64 - name: targets dtype: string - name: split dtype: string - name: script dtype: string - name: sub_dataset_name dtype: string splits: - name: train num_bytes: 6282071 num_examples: 14000 download_size: 1012425 dataset_size: 6282071 - config_name: translated_nqopen features: - name: id dtype: int64 - name: task_type dtype: string - name: inputs dtype: string - name: dataset_name dtype: string - name: language dtype: string - name: template_id dtype: int64 - name: targets dtype: string - name: split dtype: string - name: script dtype: string - name: sub_dataset_name dtype: string splits: - name: train num_bytes: 60333480 num_examples: 175850 download_size: 15785046 dataset_size: 60333480 - config_name: translated_paws features: - name: id dtype: int64 - name: task_type dtype: string - name: inputs dtype: string - name: dataset_name dtype: string - name: language dtype: string - name: template_id dtype: int64 - name: targets dtype: string - name: split dtype: string - name: script dtype: string - name: sub_dataset_name dtype: string splits: - name: train num_bytes: 53414859 num_examples: 49401 download_size: 6714953 dataset_size: 53414859 - config_name: translated_piqa features: - name: id dtype: int64 - name: task_type dtype: string - name: inputs dtype: string - name: dataset_name dtype: string - name: language dtype: string - name: template_id dtype: int64 - name: targets dtype: string - name: split dtype: string - name: script dtype: string - name: sub_dataset_name dtype: string splits: - name: train num_bytes: 20835853 num_examples: 16113 download_size: 5428019 dataset_size: 20835853 - config_name: translated_soda features: - name: id dtype: int64 - name: task_type dtype: string - name: inputs dtype: string - name: dataset_name dtype: string - name: language dtype: string - name: template_id dtype: int64 - name: targets dtype: string - name: split dtype: string - name: script dtype: string - name: sub_dataset_name dtype: string splits: - name: train num_bytes: 1134110413 num_examples: 1191582 download_size: 300845773 dataset_size: 1134110413 - config_name: translated_wiki_split features: - name: id dtype: int64 - name: task_type dtype: string - name: inputs dtype: string - name: dataset_name dtype: string - name: language dtype: string - name: template_id dtype: int64 - name: targets dtype: string - name: split dtype: string - name: script dtype: string - name: sub_dataset_name dtype: string splits: - name: train num_bytes: 1194234452 num_examples: 989944 download_size: 338917207 dataset_size: 1194234452 - config_name: translated_wikiqa features: - name: id dtype: int64 - name: task_type dtype: string - name: inputs dtype: string - name: dataset_name dtype: string - name: language dtype: string - name: template_id dtype: int64 - name: targets dtype: string - name: split dtype: string - name: script dtype: string - name: sub_dataset_name dtype: string splits: - name: train num_bytes: 832810 num_examples: 1040 download_size: 280200 dataset_size: 832810 - config_name: translated_xlel_wd features: - name: id dtype: int64 - name: task_type dtype: string - name: inputs dtype: string - name: dataset_name dtype: string - name: language dtype: string - name: template_id dtype: int64 - name: targets dtype: string - name: split dtype: string - name: script dtype: string - name: sub_dataset_name dtype: string splits: - name: train num_bytes: 972749216 num_examples: 523112 download_size: 337128275 dataset_size: 972749216 configs: - 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: templated_tamil_stories data_files: - split: train path: templated_tamil_stories/train-* - config_name: templated_tamil_thirukkural data_files: - split: train path: templated_tamil_thirukkural/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 - ta --- # Aya_Tamil 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} } ```