Datasets:
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README.md
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---
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annotations_creators: []
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language:
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- en
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- ro
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language_creators: []
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license: []
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multilinguality:
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- translation
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pretty_name: CCMatrix (en-ro)
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size_categories:
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- 100K<n<1M
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source_datasets: []
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tags: []
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task_categories:
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- translation
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task_ids: []
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---
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A sampled version of the [CCMatrix](https://huggingface.co/datasets/yhavinga/ccmatrix) dataset for the English-Romanian pair, containing 1M train entries.
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Please refer to the original for more info.
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dataset_infos.json
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{"din0s--ccmatrix_en-ro": {
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"description": "CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEB\n\nWe show that margin-based bitext mining in LASER's multilingual sentence space can be applied to\nmonolingual corpora of billions of sentences to produce high quality aligned translation data.\nWe use thirty-two snapshots of a curated common crawl corpus [1] totaling 69 billion unique sentences.\nUsing one unified approach for 80 languages, we were able to mine 10.8 billion parallel sentences,\nout of which only 2.9 billion are aligned with English.\n\nIMPORTANT: Please cite reference [2][3] if you use this data.\n\n[1] Guillaume Wenzek, Marie-Anne Lachaux, Alexis Conneau, Vishrav Chaudhary, Francisco Guzm\u00e1n, Armand Jouli\n and Edouard Grave, CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data\n\n[2] Holger Schwenk, Guillaume Wenzek, Sergey Edunov, Edouard Grave and Armand Joulin,\n CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEB\n\n[3] Angela Fan, Shruti Bhosale, Holger Schwenk, Zhiyi Ma, Ahmed El-Kishky, Siddharth Goyal, Mandeep Baines,\n Onur Celebi, Guillaume Wenzek, Vishrav Chaudhary, Naman Goyal, Tom Birch, Vitaliy Liptchinsky,\n Sergey Edunov, Edouard Grave, Michael Auli, and Armand Joulin.\n Beyond English-Centric Multilingual Machine Translation\n \n90 languages, 1,197 bitexts\ntotal number of files: 90\ntotal number of tokens: 112.14G\ntotal number of sentence fragments: 7.37G\n",
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"citation": " Guillaume Wenzek, Marie-Anne Lachaux, Alexis Conneau, Vishrav Chaudhary, Francisco Guzm\u00e1n, Armand Jouli and Edouard Grave, CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data\n",
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"homepage": "https://opus.nlpl.eu/CCMatrix.php",
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"license": "",
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"features": {
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"id": {
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"dtype": "int32",
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"id": null,
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"_type": "Value"
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},
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"score": {
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"dtype": "float32",
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"id": null,
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"_type": "Value"
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},
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"translation": {
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"languages": [
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"en",
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"ro"
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],
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"id": null,
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"_type": "Translation"
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}
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},
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"post_processed": null,
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"supervised_keys": null,
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"task_templates": null,
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"builder_name": "ccmatrix",
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"config_name": "en-ro",
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"version": {
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"version_str": "1.0.0",
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"description": null,
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"major": 1,
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"minor": 0,
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"patch": 0
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},
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"splits": {
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"train": {
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"name": "train",
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"num_bytes": 225154422.65269262,
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"num_examples": 1000000,
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"dataset_name": "ccmatrix_en-ro"
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}
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},
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"download_checksums": null,
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"download_size": 167665274,
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"post_processing_size": null,
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"dataset_size": 225154422.65269262,
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"size_in_bytes": 392819696.6526926
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}}
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data/train-00000-of-00001-7dea4209c77eafbe.parquet → din0s--ccmatrix_en-ro/parquet-train.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:134851655c2783dd945ce127e3fe18337baca7c779938883f77a204ab2f0dcba
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size 168902964
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