| | --- |
| | language: |
| | - en |
| | tags: |
| | - huggingartists |
| | - lyrics |
| | --- |
| | |
| | # Dataset Card for "huggingartists/scriptonite" |
| |
|
| | ## Table of Contents |
| | - [Dataset Description](#dataset-description) |
| | - [Dataset Summary](#dataset-summary) |
| | - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) |
| | - [Languages](#languages) |
| | - [How to use](#how-to-use) |
| | - [Dataset Structure](#dataset-structure) |
| | - [Data Fields](#data-fields) |
| | - [Data Splits](#data-splits) |
| | - [Dataset Creation](#dataset-creation) |
| | - [Curation Rationale](#curation-rationale) |
| | - [Source Data](#source-data) |
| | - [Annotations](#annotations) |
| | - [Personal and Sensitive Information](#personal-and-sensitive-information) |
| | - [Considerations for Using the Data](#considerations-for-using-the-data) |
| | - [Social Impact of Dataset](#social-impact-of-dataset) |
| | - [Discussion of Biases](#discussion-of-biases) |
| | - [Other Known Limitations](#other-known-limitations) |
| | - [Additional Information](#additional-information) |
| | - [Dataset Curators](#dataset-curators) |
| | - [Licensing Information](#licensing-information) |
| | - [Citation Information](#citation-information) |
| | - [About](#about) |
| |
|
| | ## Dataset Description |
| |
|
| | - **Homepage:** [https://github.com/AlekseyKorshuk/huggingartists](https://github.com/AlekseyKorshuk/huggingartists) |
| | - **Repository:** [https://github.com/AlekseyKorshuk/huggingartists](https://github.com/AlekseyKorshuk/huggingartists) |
| | - **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
| | - **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
| | - **Size of the generated dataset:** 1.251394 MB |
| |
|
| |
|
| | <div class="inline-flex flex-col" style="line-height: 1.5;"> |
| | <div class="flex"> |
| | <div style="display:DISPLAY_1; margin-left: auto; margin-right: auto; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://images.genius.com/411d50392aef867fe0e9dd55a074ecfb.1000x1000x1.jpg')"> |
| | </div> |
| | </div> |
| | <a href="https://huggingface.co/huggingartists/scriptonite"> |
| | <div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">🤖 HuggingArtists Model 🤖</div> |
| | </a> |
| | <div style="text-align: center; font-size: 16px; font-weight: 800">Скриптонит (Scriptonite)</div> |
| | <a href="https://genius.com/artists/scriptonite"> |
| | <div style="text-align: center; font-size: 14px;">@scriptonite</div> |
| | </a> |
| | </div> |
| | |
| | ### Dataset Summary |
| |
|
| | The Lyrics dataset parsed from Genius. This dataset is designed to generate lyrics with HuggingArtists. |
| | Model is available [here](https://huggingface.co/huggingartists/scriptonite). |
| |
|
| | ### Supported Tasks and Leaderboards |
| |
|
| | [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
| |
|
| | ### Languages |
| |
|
| | en |
| |
|
| | ## How to use |
| |
|
| | How to load this dataset directly with the datasets library: |
| |
|
| | ```python |
| | from datasets import load_dataset |
| | |
| | dataset = load_dataset("huggingartists/scriptonite") |
| | ``` |
| |
|
| | ## Dataset Structure |
| |
|
| | An example of 'train' looks as follows. |
| | ``` |
| | This example was too long and was cropped: |
| | |
| | { |
| | "text": "Look, I was gonna go easy on you\nNot to hurt your feelings\nBut I'm only going to get this one chance\nSomething's wrong, I can feel it..." |
| | } |
| | ``` |
| |
|
| | ### Data Fields |
| |
|
| | The data fields are the same among all splits. |
| |
|
| | - `text`: a `string` feature. |
| |
|
| |
|
| | ### Data Splits |
| |
|
| | | train |validation|test| |
| | |------:|---------:|---:| |
| | |367| -| -| |
| |
|
| | 'Train' can be easily divided into 'train' & 'validation' & 'test' with few lines of code: |
| |
|
| | ```python |
| | from datasets import load_dataset, Dataset, DatasetDict |
| | import numpy as np |
| | |
| | datasets = load_dataset("huggingartists/scriptonite") |
| | |
| | train_percentage = 0.9 |
| | validation_percentage = 0.07 |
| | test_percentage = 0.03 |
| | |
| | train, validation, test = np.split(datasets['train']['text'], [int(len(datasets['train']['text'])*train_percentage), int(len(datasets['train']['text'])*(train_percentage + validation_percentage))]) |
| | |
| | datasets = DatasetDict( |
| | { |
| | 'train': Dataset.from_dict({'text': list(train)}), |
| | 'validation': Dataset.from_dict({'text': list(validation)}), |
| | 'test': Dataset.from_dict({'text': list(test)}) |
| | } |
| | ) |
| | ``` |
| |
|
| | ## Dataset Creation |
| |
|
| | ### Curation Rationale |
| |
|
| | [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
| |
|
| | ### Source Data |
| |
|
| | #### Initial Data Collection and Normalization |
| |
|
| | [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
| |
|
| | #### Who are the source language producers? |
| |
|
| | [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
| |
|
| | ### Annotations |
| |
|
| | #### Annotation process |
| |
|
| | [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
| |
|
| | #### Who are the annotators? |
| |
|
| | [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
| |
|
| | ### Personal and Sensitive Information |
| |
|
| | [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
| |
|
| | ## Considerations for Using the Data |
| |
|
| | ### Social Impact of Dataset |
| |
|
| | [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
| |
|
| | ### Discussion of Biases |
| |
|
| | [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
| |
|
| | ### Other Known Limitations |
| |
|
| | [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
| |
|
| | ## Additional Information |
| |
|
| | ### Dataset Curators |
| |
|
| | [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
| |
|
| | ### Licensing Information |
| |
|
| | [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
| |
|
| | ### Citation Information |
| |
|
| | ``` |
| | @InProceedings{huggingartists, |
| | author={Aleksey Korshuk} |
| | year=2021 |
| | } |
| | ``` |
| |
|
| |
|
| | ## About |
| |
|
| | *Built by Aleksey Korshuk* |
| |
|
| | [](https://github.com/AlekseyKorshuk) |
| |
|
| | [](https://twitter.com/intent/follow?screen_name=alekseykorshuk) |
| |
|
| | [](https://t.me/joinchat/_CQ04KjcJ-4yZTky) |
| |
|
| | For more details, visit the project repository. |
| |
|
| | [](https://github.com/AlekseyKorshuk/huggingartists) |
| |
|
