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input_ids
sequencelengths
2.05k
2.05k
attention_mask
sequencelengths
2.05k
2.05k
labels
sequencelengths
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1456, 9240, 1005, 5480, 1009, 6180, 1043, 1026, 1049, 6633, 3782, 2977, 1699, 1124, 1783, 1009, 1898, 2099, 73, 10577, 4618, 22643, 1511, 1132, 9240, 13136, 5, 1013, 1619, 1014, 12483, 24036, 1206, 1592, 2073, 12483, 5, 92, 2148, 1006, 1834, 1060, 1853, 2596, 2481, 2097, 1298, 24992, 8076, 7072, 15265, 1068, 4384, 1005, 1068, 5224, 1006, 2306, 6722, 5, 1117, 19937, 1009, 15427, 5262, 5, 2354, 1024, 1044, 2380, 1009, 3790, 6098, 1009, 23961, 8608, 1391, 8422, 7009, 1048, 1026, 1090, 1122, 1183, 1058, 14881, 1184, 1044, 9669, 9667, 20, 22236, 1377, 3275, 1462, 27144, 9493, 2449, 30728, 13052, 2652, 1138, 1048, 3002, 1663, 30769, 22931, 1009, 30728, 13052, 1014, 16061, 1006, 1058, 20405, 1049, 1884, 15112, 2952, 1005, 7479, 20, 1138, 5832, 1005, 1006, 10200, 1009, 1160, 1058, 8356, 1009, 5169, 1005, 1124, 8272, 1068, 21239, 8823, 12533, 10581, 1826, 1365, 1124, 9702, 1048, 1132, 14239, 1006, 1044, 17219, 2389, 6659, 7895, 9528, 1159, 4327, 1048, 1884, 2448, 1043, 1006, 23371, 1224, 4005, 1096, 1006, 1184, 2512, 1072, 2568, 1009, 15492, 13225, 1009, 6942, 1213, 1090, 1122, 1183, 1005, 1009, 3961, 1118, 3480, 1005, 31547, 1361, 1068, 3780, 8333, 4208, 2934, 1206, 2617, 1694, 1006, 28854, 10179, 21209, 1751, 1060, 4081, 8333, 5192, 1159, 6180, 1043, 1094, 3271, 1043, 30728, 13052, 2652, 1138, 1048, 7954, 1663, 8057, 3683, 1060, 5943, 10085, 1525, 1005, 18648, 5151, 1519, 1060, 4981, 1005, 1060, 4008, 1009, 12228, 4374, 2227, 1005, 21239, 20878, 1006, 5311, 2699, 1009, 30728, 13052, 1014, 24330, 5376, 1072, 5762, 1005, 1114, 11470, 1049, 22737, 5613, 1783, 1043, 30728, 13052, 1014, 1693, 3754, 1206, 1663, 2637, 2739, 6236, 1289, 18717, 1159, 21590, 1094, 17846, 1094, 5133, 1206, 1094, 4751, 1206, 1159, 7374, 8076, 2637, 1048, 5404, 1009, 1178, 3330, 20, 1482, 2653, 9677, 1687, 1325, 6178, 7153, 1118, 3600, 4776, 3227, 1005, 7479, 1149, 5735, 24911, 1009, 1048, 1096, 1006, 5946, 1048, 3865, 1989, 5762, 1005, 1160, 1006, 20506, 26048, 1235, 7051, 1114, 11796, 1005, 1160, 1072, 5762, 20, 4116, 13150, 1009, 30975, 1213, 1048, 1006, 3271, 1325, 3748, 18, 25820, 1054, 1159, 1687, 1325, 1058, 8505, 7297, 8937, 1048, 1026, 5311, 1091, 1009, 30728, 13052, 1014, 2374, 9058, 1343, 37, 14631, 1043, 30728, 13052, 1014, 1693, 16891, 17369, 9058, 6875, 13629, 1102, 1206, 3566, 5345, 5126, 1693, 9207, 17890, 1021, 3240, 1305, 7065, 2551, 5328, 1206, 1159, 3435, 1009, 1094, 4087, 13351, 8479, 20, 9340, 1847, 3822, 4417, 6180, 1043, 1006, 9058, 21616, 12746, 1048, 1006, 3271, 1043, 30728, 13052, 1014, 1160, 26112, 1992, 1009, 22168, 1298, 3371, 9390, 3522, 1013, 1371, 1294, 11172, 1060, 3271, 1005, 1160, 1054, 1235, 5762, 32, 8539, 3988, 1702, 21147, 9757, 1159, 23586, 29422, 4452, 4799, 9878, 3563, 1325, 30237, 78, 1147, 1206, 1043, 2739, 1783, 8057, 3450, 1060, 5556, 1096, 12908, 37, 7496, 1299, 1325, 3748, 2739, 8155, 1005, 6485, 2739, 2266, 1213, 1592, 1557, 37, 8437, 8854, 1327, 2987, 1005, 18531, 1009, 4207, 7843, 1580, 26421, 1325, 23029, 1206, 1006, 3271, 1325, 3611, 3992, 1233, 1224, 9058, 5423, 9878, 1048, 1327, 1155, 1843, 13156, 8057, 26293, 13156, 1327, 1200, 10042, 1161, 26081, 1009, 6081, 1206, 4203, 1048, 17364, 1132, 1786, 7425, 2034, 5376, 14815, 1580, 1072, 12147, 1009, 1783, 1043, 30728, 13052, 1014, 1693, 20957, 3592, 26081, 1200, 10042, 4650, 4807, 1294, 20597, 1184, 27053, 1060, 28854, 11693, 1155, 1843, 13156, 1693, 1178, 8898, 1069, 4525, 2097, 2089, 1693, 12512, 22641, 7274, 1009, 6963, 7653, 1206, 6081, 1049, 4995, 11492, 6180, 1043, 1155, 1843, 1342, 4650, 2374, 7042, 1667, 13795, 1434, 1058, 1006, 1155, 1843, 3263, 1096, 1044, 2863, 1068, 3271, 1206, 1962, 14328, 3720, 1325, 1345, 1618, 8140, 1026, 22737, 1009, 30728, 13052, 1014, 37, 9075, 1157, 5193, 1006, 2637, 24631, 37, 6472, 1819, 1043, 1048, 10801, 8898, 1069, 37, 1603, 1234, 1026, 6204, 6021, 17411, 1420, 8403, 1005, 25187, 3240, 1043, 2880, 1009, 6992, 1005, 2604, 2925, 1048, 13615, 1046, 3600, 6302, 2656, 2369, 2994, 1043, 1006, 3271, 1322, 1026, 1048, 1687, 5662, 1206, 20144, 20, 1603, 1124, 1155, 1843, 13156, 1160, 31707, 1200, 5460, 1298, 1160, 1178, 3654, 4771, 1130, 8245, 1060, 5943, 1060, 23457, 1026, 1048, 1184, 8983, 1094, 3271, 1043, 30728, 13052, 1014, 13719, 1027, 2625, 1132, 9240, 1060, 5311, 2699, 1009, 30728, 13052, 1870, 1114, 4375, 1054, 1048, 1687, 28217, 20, 1482, 2088, 6390, 1060, 4415, 12633, 79, 5954, 1094, 3271, 1043, 30728, 13052, 1014, 1298, 1058, 4877, 7021, 5289, 1206, 1460, 1041, 3567, 3782, 1298, 1178, 14350, 1118, 1094, 2700, 1009, 4034, 25951, 2625, 1206, 1118, 2073, 11636, 2027, 1048, 4121, 1167 ]
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[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1(...TRUNCATED)
[1,8252,1130,1005,1663,3337,1049,14606,1138,11555,2805,4436,39,16837,14388,6923,4055,3107,2428,1294,(...TRUNCATED)
[8990,2940,6256,1094,8764,1114,3279,8204,18,1043,16035,18783,4138,1006,11892,1024,1006,4455,4355,113(...TRUNCATED)
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Portuguese-Corpus (tokenized)

Dataset Summary

This repository has a tokenized version (using the TeenyTinyLlama tokenizer) of the Portuguese-Corpus dataset. All sequences are 2048 tokens long. This dataset was used in "TeenyTinyLlama: open-source tiny language models trained in Brazilian Portuguese".

For more information, see the original dataset card.

Languages

Portuguese.

Dataset Structure

Data Instances

The dataset consists of the following features:

  • input_ids: sequence of tokens.
  • attention_mask: binary tensor indicating the position of the padded indices.
  • labels: sequence of tokens.

Data Fields

{
  "input_ids": [ 1026, 1531, 1009, 8067,...],
  "attention_mask": [1, 1, 1, 1, ...],
  "labels": [ 1026, 1531, 1009, 8067,...]
}  

Data Splits

Available splits are train (~ 2M) and test (20K).

from datasets import load_dataset

dataset = load_dataset("nicholasKluge/Pt-Corpus-tokenized", split='train')

# If you don't want to download the entire dataset, set streaming to `True`
dataset = load_dataset("nicholasKluge/Pt-Corpus-tokenized", split='train', streaming=True)

Additional Information

Dataset Curators

Nicholas Kluge Corrêa.

Citation Information

@misc{correa24ttllama,
  title = {TeenyTinyLlama: open-source tiny language models trained in Brazilian Portuguese},
  author = {Corr{\^e}a, Nicholas Kluge and Falk, Sophia and Fatimah, Shiza and Sen, Aniket and De Oliveira, Nythamar},
  journal={arXiv preprint arXiv:2401.16640},
  year={2024}
}

@misc{correa24ttllama,
  doi = {10.1016/j.mlwa.2024.100558},
  url = {https://www.sciencedirect.com/science/article/pii/S2666827024000343},
  title = {TeenyTinyLlama: open-source tiny language models trained in Brazilian Portuguese},
  author = {Corr{\^e}a, Nicholas Kluge and Falk, Sophia and Fatimah, Shiza and Sen, Aniket and De Oliveira, Nythamar},
  journal={Machine Learning With Applications},
  publisher = {Springer},
  year={2024}
}

Contributions

If you would like to contribute, contact me at nicholas@airespucrs.org!

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