diff --git a/README.md b/README.md index 84869ef1f1ecb35871f6507eb3d996f83adc51ec..6b024ec006176a16ceb62d88569c8000770f3314 100644 --- a/README.md +++ b/README.md @@ -2,21 +2,48 @@ language: - af - en +- nr - nso -- sot -- ssw -- tsn -- tso -- ven -- xho -- zul -- nbl +- st +- ss +- tn +- ts +- ve +- xh +- zu tags: - pretraining - south-african-languages - multilingual - mzansitext license: apache-2.0 +dataset_info: + features: + - name: text + dtype: string + - name: lang + dtype: string + splits: + - name: validation + num_bytes: 49945450 + num_examples: 19379 + - name: test + num_bytes: 50660154 + num_examples: 19341 + - name: train + num_bytes: 16268486536 + num_examples: 3943584 + download_size: 10253287766 + dataset_size: 16369092140 +configs: +- config_name: default + data_files: + - split: validation + path: data/validation-* + - split: test + path: data/test-* + - split: train + path: data/train-* --- # MzansiText @@ -25,12 +52,13 @@ license: apache-2.0 [![GitHub](https://img.shields.io/badge/GitHub-Anri--Lombard/sallm-blue)](https://github.com/Anri-Lombard/sallm) [![Paper](https://img.shields.io/badge/Paper-arXiv_2603.20732-red.svg)](https://arxiv.org/abs/2603.20732) -[![Model](https://img.shields.io/badge/Model-MzansiLM_125M-green)](https://huggingface.co/anrilombard/mzansilm-125m) +[![Model](https://img.shields.io/badge/Model-MzansiLM_125M-green)](https://huggingface.co/uctnlp/mzansilm-125m) [![Collection](https://img.shields.io/badge/Collection-MzansiLM-orange)](https://huggingface.co/collections/anrilombard/mzansilm-69635ca7b60efedb9dfcb09e) -## Dataset Details +## Dataset details -- Languages: `af`, `en`, `nso`, `sot`, `ssw`, `tsn`, `tso`, `ven`, `xho`, `zul`, `nbl` +- Splits: 3,943,584 train rows, 19,379 validation rows, and 19,341 test rows +- `lang` values: `afr`, `eng`, `nbl`, `nso`, `sot`, `ssw`, `tsn`, `tso`, `ven`, `xho`, `zul` - Schema: ```json @@ -40,12 +68,15 @@ license: apache-2.0 } ``` -- This repository contains the raw train, validation, and test text splits used for the MzansiLM pretraining release. -- The token distribution table below matches the paper-reported corpus statistics. +Validation and test sets are capped at approximately 2M tokens per language to prevent high-resource languages from dominating early stopping. + +### Release correction -### Token Distribution (after filtering + 65,536-vocab BPE tokenizer) +The raw train split was republished on 10 August 2026 after an audit found that an earlier Hub upload had been created from an incomplete input tree. The earlier upload omitted WURA, ParaCrawl, and the isiXhosa/isiZulu mC4 files and contained 2,487,635 train rows. The paper statistics, validation split, test split, and full tokenized training artifact were not affected. -| Language | Train Tokens | % | Val Tokens | Test Tokens | +### Token distribution (65,536-vocabulary MzansiText BPE tokenizer) + +| Language | Train tokens | % | Validation tokens | Test tokens | |---|---:|---:|---:|---:| | Afrikaans | 2,475,913,822 | 64.96 | 1,865,255 | 1,875,605 | | English | 740,994,679 | 19.44 | 1,813,651 | 1,821,803 | @@ -60,39 +91,33 @@ license: apache-2.0 | isiNdebele | 818,549 | 0.02 | 106,224 | 143,458 | | **Total** | **3,811,301,573** | **100** | **12,934,506** | **13,171,129** | -Validation and test sets are capped at approximately 2M tokens per language to prevent high-resource languages from dominating early stopping. - ## Usage ```python from datasets import load_dataset -ds = load_dataset("anrilombard/mzansi-text", split="train") -print(ds[0]) +dataset = load_dataset("uctnlp/mzansi-text") +print(dataset) ``` -## Related Releases +## Related releases - Paper: [arXiv:2603.20732](https://arxiv.org/abs/2603.20732) -- Model: [anrilombard/mzansilm-125m](https://huggingface.co/anrilombard/mzansilm-125m) -- Tokenized corpus: [anrilombard/mzansi-text-tokenized](https://huggingface.co/datasets/anrilombard/mzansi-text-tokenized) -- GitHub code and configs: [https://github.com/Anri-Lombard/sallm](https://github.com/Anri-Lombard/sallm) - -Full preprocessing pipeline (including this exact cleaning script) is in [`data/cleaning/`](https://github.com/Anri-Lombard/sallm/tree/main/data/cleaning) on GitHub. +- Model: [uctnlp/mzansilm-125m](https://huggingface.co/uctnlp/mzansilm-125m) +- Tokenized corpus: [uctnlp/mzansi-text-tokenized](https://huggingface.co/datasets/uctnlp/mzansi-text-tokenized) +- Code and configs: [Anri-Lombard/sallm](https://github.com/Anri-Lombard/sallm) ## Citation -Please cite the paper: - ```bibtex @misc{lombard2026mzansitextmzansilmopencorpus, - title={MzansiText and MzansiLM: An Open Corpus and Decoder-Only Language Model for South African Languages}, + title={MzansiText and MzansiLM: An Open Corpus and Decoder-Only Language Model for South African Languages}, author={Anri Lombard and Simbarashe Mawere and Temi Aina and Ethan Wolff and Sbonelo Gumede and Elan Novick and Francois Meyer and Jan Buys}, year={2026}, eprint={2603.20732}, archivePrefix={arXiv}, primaryClass={cs.CL}, - url={https://arxiv.org/abs/2603.20732}, + url={https://arxiv.org/abs/2603.20732}, } ``` diff --git a/data/test-00000-of-00001.parquet b/data/test-00000-of-00001.parquet index 5b79aaa1ea41473ee329dfc4640045a2e5ee395f..88e311bc471c9b13ad37a01b7a7386d43d0d73a7 100644 --- a/data/test-00000-of-00001.parquet +++ b/data/test-00000-of-00001.parquet @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:fa1de97d111d7905da7c390cb396ec0f350b52cbf69347fb4c57f0c3937209b0 +oid sha256:47975e74598ef7a8b85134f57050dc0c1a7e6e80fce149e9f22cd16d9ad2854c size 30864604 diff --git a/data/train-00000-of-00021.parquet 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