|
--- |
|
dataset_info: |
|
features: |
|
- name: input_ids |
|
sequence: int32 |
|
- name: attention_mask |
|
sequence: int8 |
|
- name: labels |
|
sequence: int64 |
|
splits: |
|
- name: train |
|
num_bytes: 53397189200.0 |
|
num_examples: 2004700 |
|
- name: test |
|
num_bytes: 532720000.0 |
|
num_examples: 20000 |
|
download_size: 16064350610 |
|
dataset_size: 53929909200.0 |
|
configs: |
|
- config_name: default |
|
data_files: |
|
- split: train |
|
path: data/train-* |
|
- split: test |
|
path: data/test-* |
|
license: other |
|
task_categories: |
|
- text-generation |
|
language: |
|
- pt |
|
tags: |
|
- portuguese |
|
- language-modeling |
|
pretty_name: Pt-Corpus tokenized |
|
size_categories: |
|
- 1M<n<10M |
|
--- |
|
|
|
# Portuguese-Corpus (tokenized) |
|
|
|
## Table of Contents |
|
|
|
- [Table of Contents](#table-of-contents) |
|
- [Dataset Description](#dataset-description) |
|
- [Dataset Summary](#dataset-summary) |
|
- [Languages](#languages) |
|
- [Dataset Structure](#dataset-structure) |
|
- [Data Instances](#data-instances) |
|
- [Data Fields](#data-fields) |
|
- [Data Splits](#data-splits) |
|
- [Additional Information](#additional-information) |
|
- [Dataset Curators](#dataset-curators) |
|
- [Citation Information](#citation-information) |
|
- [Contributions](#contributions) |
|
|
|
## Dataset Description |
|
|
|
- **Homepage:** https://nkluge-correa.github.io/TeenyTinyLlama/ |
|
- **Repository:** https://github.com/Nkluge-correa/TeenyTinyLlama |
|
- **Paper:** [TeenyTinyLlama: open-source tiny language models trained in Brazilian Portuguese](https://arxiv.org/abs/2401.16640) |
|
- **Point of Contact:** [AIRES at PUCRS](mailto:nicholas@airespucrs.org) |
|
|
|
### Dataset Summary |
|
|
|
This repository has a tokenized version (using the [TeenyTinyLlama tokenizer](https://huggingface.co/nicholasKluge/TeenyTinyLlama-460m)) of the [Portuguese-Corpus dataset](https://huggingface.co/datasets/nicholasKluge/Pt-Corpus). All sequences are 2048 tokens long. This dataset was used in "_[TeenyTinyLlama: open-source tiny language models trained in Brazilian Portuguese](https://arxiv.org/abs/2401.16640)_". |
|
|
|
For more information, see the [original dataset card](https://huggingface.co/datasets/nicholasKluge/Pt-Corpus). |
|
|
|
## 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 |
|
|
|
```python |
|
{ |
|
"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). |
|
|
|
```python |
|
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](mailto:nicholas@airespucrs.org). |
|
|
|
### Citation Information |
|
|
|
```latex |
|
|
|
@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} |
|
} |
|
|
|
``` |
|
|
|
### Contributions |
|
|
|
If you would like to contribute, contact me at [nicholas@airespucrs.org](mailto:nicholas@airespucrs.org)! |
|
|
