--- language: - fa license: apache-2.0 task_categories: - text-classification - question-answering - translation - text-generation pretty_name: FarsInstruct dataset_info: - config_name: default features: - name: inputs dtype: string - name: outputs dtype: string - name: dataset dtype: string - name: template dtype: string splits: - name: train num_bytes: 6649186819.0 num_examples: 9374312 - name: validation num_bytes: 334659590.0 num_examples: 316117 - name: test num_bytes: 912167953.0 num_examples: 1308596 download_size: 3641339829 dataset_size: 7896014362.0 - config_name: digi_sentiment features: - name: inputs dtype: string - name: outputs dtype: string - name: dataset dtype: string - name: template dtype: string splits: - name: train num_bytes: 17608449 num_examples: 22820 - name: validation num_bytes: 3882215 num_examples: 4890 - name: test num_bytes: 3868362 num_examples: 4900 download_size: 8359417 dataset_size: 25359026 - config_name: digimag features: - name: inputs dtype: string - name: outputs dtype: string - name: dataset dtype: string - name: template dtype: string splits: - name: train num_bytes: 238365098 num_examples: 68960 - name: validation num_bytes: 26780346 num_examples: 7670 - name: test num_bytes: 28913146 num_examples: 8520 download_size: 133522898 dataset_size: 294058590 - config_name: exappc features: - name: inputs dtype: string - name: outputs dtype: string - name: dataset dtype: string - name: template dtype: string splits: - name: train num_bytes: 155435407 num_examples: 270269 - name: validation num_bytes: 32953710 num_examples: 57592 - name: test num_bytes: 33691407 num_examples: 58033 download_size: 82477372 dataset_size: 222080524 - config_name: farstail features: - name: inputs dtype: string - name: outputs dtype: string - name: dataset dtype: string - name: template dtype: string splits: - name: train num_bytes: 55160519 num_examples: 72660 - name: validation num_bytes: 11531714 num_examples: 15370 - name: test num_bytes: 11743134 num_examples: 15640 download_size: 29639181 dataset_size: 78435367 - config_name: p3_qa_translated features: - name: inputs dtype: string - name: outputs dtype: string - name: dataset dtype: string - name: template dtype: string splits: - name: train num_bytes: 369861273 num_examples: 646505 - name: validation num_bytes: 39799885 num_examples: 76565 download_size: 114937546 dataset_size: 409661158 - config_name: pars_absa features: - name: inputs dtype: string - name: outputs dtype: string - name: dataset dtype: string - name: template dtype: string splits: - name: train num_bytes: 42114471 num_examples: 45006 - name: validation num_bytes: 7177753 num_examples: 7506 - name: test num_bytes: 6919680 num_examples: 7500 download_size: 20744680 dataset_size: 56211904 - config_name: parsinlu_comp features: - name: inputs dtype: string - name: outputs dtype: string - name: dataset dtype: string - name: template dtype: string splits: - name: train num_bytes: 7262540 num_examples: 6000 - name: validation num_bytes: 1587072 num_examples: 1250 - name: test num_bytes: 6613589 num_examples: 5700 download_size: 6217942 dataset_size: 15463201 - config_name: parsinlu_en_fa features: - name: inputs dtype: string - name: outputs dtype: string - name: dataset dtype: string - name: template dtype: string splits: - name: train num_bytes: 954515437 num_examples: 3000000 - name: validation num_bytes: 4644558 num_examples: 12822 - name: test num_bytes: 137665422 num_examples: 290154 download_size: 371019560 dataset_size: 1096825417 - config_name: parsinlu_entailment features: - name: inputs dtype: string - name: outputs dtype: string - name: dataset dtype: string - name: template dtype: string splits: - name: train num_bytes: 5633585 num_examples: 8296 - name: validation num_bytes: 2057795 num_examples: 2970 - name: test num_bytes: 12628240 num_examples: 18407 download_size: 6613453 dataset_size: 20319620 - config_name: parsinlu_fa_en features: - name: inputs dtype: string - name: outputs dtype: string - name: dataset dtype: string - name: template dtype: string splits: - name: train num_bytes: 951650636 num_examples: 2999995 - name: validation num_bytes: 9269774 num_examples: 25644 - name: test num_bytes: 267276146 num_examples: 572928 download_size: 429940819 dataset_size: 1228196556 - config_name: parsinlu_multiple_choice features: - name: inputs dtype: string - name: outputs dtype: string - name: dataset dtype: string - name: template dtype: string splits: - name: train num_bytes: 5569218 num_examples: 12710 - name: validation num_bytes: 229444 num_examples: 417 - name: test num_bytes: 4109446 num_examples: 9450 download_size: 2907686 dataset_size: 9908108 - config_name: parsinlu_qpp features: - name: inputs dtype: string - name: outputs dtype: string - name: dataset dtype: string - name: template dtype: string splits: - name: train num_bytes: 8575019 num_examples: 17164 - name: validation num_bytes: 4246069 num_examples: 8418 - name: test num_bytes: 8529281 num_examples: 18078 download_size: 5262177 dataset_size: 21350369 - config_name: parsinlu_sentiment features: - name: inputs dtype: string - name: outputs dtype: string - name: dataset dtype: string - name: template dtype: string splits: - name: train num_bytes: 73453659 num_examples: 136170 download_size: 19197308 dataset_size: 73453659 - config_name: persian_ner features: - name: inputs dtype: string - name: outputs dtype: string - name: dataset dtype: string - name: template dtype: string splits: - name: train num_bytes: 79721941 num_examples: 143388 - name: test num_bytes: 39461389 num_examples: 71680 download_size: 42457467 dataset_size: 119183330 - config_name: persian_news features: - name: inputs dtype: string - name: outputs dtype: string - name: dataset dtype: string - name: template dtype: string splits: - name: train num_bytes: 215514328 num_examples: 79884 - name: validation num_bytes: 23986039 num_examples: 8880 - name: test num_bytes: 26811003 num_examples: 9864 download_size: 115002364 dataset_size: 266311370 - config_name: persian_qa features: - name: inputs dtype: string - name: outputs dtype: string - name: dataset dtype: string - name: template dtype: string splits: - name: train num_bytes: 173326369 num_examples: 81974 - name: validation num_bytes: 17626045 num_examples: 8463 download_size: 84699623 dataset_size: 190952414 - config_name: peyma features: - name: inputs dtype: string - name: outputs dtype: string - name: dataset dtype: string - name: template dtype: string splits: - name: train num_bytes: 44356046 num_examples: 80280 - name: validation num_bytes: 4981884 num_examples: 9250 - name: test num_bytes: 5799753 num_examples: 10260 download_size: 18549315 dataset_size: 55137683 - config_name: pn_sum features: - name: inputs dtype: string - name: outputs dtype: string - name: dataset dtype: string - name: template dtype: string splits: - name: train num_bytes: 2037812524 num_examples: 902242 - name: validation num_bytes: 20817174 num_examples: 11184 - name: test num_bytes: 138618064 num_examples: 61523 download_size: 947261646 dataset_size: 2197247762 - config_name: snapp_sentiment features: - name: inputs dtype: string - name: outputs dtype: string - name: dataset dtype: string - name: template dtype: string splits: - name: train num_bytes: 264483001 num_examples: 573210 - name: validation num_bytes: 42179746 num_examples: 91707 - name: test num_bytes: 45729114 num_examples: 99363 download_size: 93188564 dataset_size: 352391861 - config_name: syntran features: - name: inputs dtype: string - name: outputs dtype: string - name: dataset dtype: string - name: template dtype: string splits: - name: train num_bytes: 240609866 num_examples: 481060 download_size: 66613727 dataset_size: 240609866 - config_name: wiki_sum features: - name: inputs dtype: string - name: outputs dtype: string - name: dataset dtype: string - name: template dtype: string splits: - name: train num_bytes: 1075245114 num_examples: 365224 - name: validation num_bytes: 120120218 num_examples: 40584 - name: test num_bytes: 133195903 num_examples: 45096 download_size: 629544114 dataset_size: 1328561235 - config_name: xl_wic features: - name: inputs dtype: string - name: outputs dtype: string - name: dataset dtype: string - name: template dtype: string splits: - name: train num_bytes: 2773592 num_examples: 7000 - name: validation num_bytes: 588034 num_examples: 1500 - name: test num_bytes: 594874 num_examples: 1500 download_size: 1404098 dataset_size: 3956500 configs: - config_name: default data_files: - split: train path: data/train-* - split: validation path: data/validation-* - split: test path: data/test-* - config_name: digi_sentiment data_files: - split: train path: digi_sentiment/train-* - split: validation path: digi_sentiment/validation-* - split: test path: digi_sentiment/test-* - config_name: digimag data_files: - split: train path: digimag/train-* - split: validation path: digimag/validation-* - split: test path: digimag/test-* - config_name: exappc data_files: - split: train path: exappc/train-* - split: validation path: exappc/validation-* - split: test path: exappc/test-* - config_name: farstail data_files: - split: train path: farstail/train-* - split: validation path: farstail/validation-* - split: test path: farstail/test-* - config_name: p3_qa_translated data_files: - split: train path: p3_qa_translated/train-* - split: validation path: p3_qa_translated/validation-* - config_name: pars_absa data_files: - split: train path: pars_absa/train-* - split: validation path: pars_absa/validation-* - split: test path: pars_absa/test-* - config_name: parsinlu_comp data_files: - split: train path: parsinlu_comp/train-* - split: validation path: parsinlu_comp/validation-* - split: test path: parsinlu_comp/test-* - config_name: parsinlu_en_fa data_files: - split: train path: parsinlu_en_fa/train-* - split: validation path: parsinlu_en_fa/validation-* - split: test path: parsinlu_en_fa/test-* - config_name: parsinlu_entailment data_files: - split: train path: parsinlu_entailment/train-* - split: validation path: parsinlu_entailment/validation-* - split: test path: parsinlu_entailment/test-* - config_name: parsinlu_fa_en data_files: - split: train path: parsinlu_fa_en/train-* - split: validation path: parsinlu_fa_en/validation-* - split: test path: parsinlu_fa_en/test-* - config_name: parsinlu_multiple_choice data_files: - split: train path: parsinlu_multiple_choice/train-* - split: validation path: parsinlu_multiple_choice/validation-* - split: test path: parsinlu_multiple_choice/test-* - config_name: parsinlu_qpp data_files: - split: train path: parsinlu_qpp/train-* - split: validation path: parsinlu_qpp/validation-* - split: test path: parsinlu_qpp/test-* - config_name: parsinlu_sentiment data_files: - split: train path: parsinlu_sentiment/train-* - config_name: persian_ner data_files: - split: train path: persian_ner/train-* - split: test path: persian_ner/test-* - config_name: persian_news data_files: - split: train path: persian_news/train-* - split: validation path: persian_news/validation-* - split: test path: persian_news/test-* - config_name: persian_qa data_files: - split: train path: persian_qa/train-* - split: validation path: persian_qa/validation-* - config_name: peyma data_files: - split: train path: peyma/train-* - split: validation path: peyma/validation-* - split: test path: peyma/test-* - config_name: pn_sum data_files: - split: train path: pn_sum/train-* - split: validation path: pn_sum/validation-* - split: test path: pn_sum/test-* - config_name: snapp_sentiment data_files: - split: train path: snapp_sentiment/train-* - split: validation path: snapp_sentiment/validation-* - split: test path: snapp_sentiment/test-* - config_name: syntran data_files: - split: train path: syntran/train-* - config_name: wiki_sum data_files: - split: train path: wiki_sum/train-* - split: validation path: wiki_sum/validation-* - split: test path: wiki_sum/test-* - config_name: xl_wic data_files: - split: train path: xl_wic/train-* - split: validation path: xl_wic/validation-* - split: test path: xl_wic/test-* --- # Dataset Card for Dataset Name This dataset card aims to be a base template for new datasets. It has been generated using [this raw template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/datasetcard_template.md?plain=1). ## Dataset Details ### Dataset Description - **Curated by:** [More Information Needed] - **Funded by [optional]:** [More Information Needed] - **Shared by [optional]:** [More Information Needed] - **Language(s) (NLP):** [More Information Needed] - **License:** [More Information Needed] ### Dataset Sources [optional] - **Repository:** [More Information Needed] - **Paper [optional]:** [More Information Needed] - **Demo [optional]:** [More Information Needed] ## Uses ### Direct Use [More Information Needed] ### Out-of-Scope Use [More Information Needed] ## Dataset Structure [More Information Needed] ## Dataset Creation ### Curation Rationale [More Information Needed] ### Source Data #### Data Collection and Processing [More Information Needed] #### Who are the source data producers? [More Information Needed] ### Annotations [optional] #### Annotation process [More Information Needed] #### Who are the annotators? [More Information Needed] #### Personal and Sensitive Information [More Information Needed] ## Bias, Risks, and Limitations [More Information Needed] ### Recommendations Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations. ## Citation **BibTeX:** ```bibtex @misc{mokhtarabadi2024farsinstructempoweringlargelanguage, title={FarsInstruct: Empowering Large Language Models for Persian Instruction Understanding}, author={Hojjat Mokhtarabadi and Ziba Zamani and Abbas Maazallahi and Hossein Manshaei}, year={2024}, eprint={2407.11186}, archivePrefix={arXiv}, primaryClass={cs.CL}, url={https://arxiv.org/abs/2407.11186}, } ```