Datasets:
Tasks:
Text Generation
Modalities:
Text
Formats:
parquet
Languages:
English
Size:
10M<n<100M
License:
| language: | |
| - en | |
| license: apache-2.0 | |
| source_datasets: vivym/midjourney-messages | |
| task_categories: | |
| - text-generation | |
| dataset_info: | |
| - config_name: deduped | |
| features: | |
| - name: id | |
| dtype: string | |
| - name: channel_id | |
| dtype: string | |
| - name: text | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 2538669745.0 | |
| num_examples: 14828769 | |
| download_size: 1585207687 | |
| dataset_size: 2538669745.0 | |
| - config_name: default | |
| features: | |
| - name: id | |
| dtype: string | |
| - name: channel_id | |
| dtype: string | |
| - name: text | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 3575844717.3610477 | |
| num_examples: 19716685 | |
| download_size: 1514418407 | |
| dataset_size: 3575844717.3610477 | |
| configs: | |
| - config_name: deduped | |
| data_files: | |
| - split: train | |
| path: deduped/train-* | |
| - config_name: default | |
| data_files: | |
| - split: train | |
| path: data/train-* | |
| tags: | |
| - midjourney | |
| # midjourney-messages-cleaned | |
| This is [vivym/midjourney-messages](https://huggingface.co/datasets/vivym/midjourney-messages) but with the following cleaning steps: | |
| - remove most columns (keep `id` columns for reference vs. original) | |
| - Apply `clean-text` to all rows (_keep casing_) | |
| - rename `content` to `text` (ffs) | |
| - remove intermediate ID/tag (???) in angle brackets at the end, remove double asterisks `**` | |
| - remove exact duplicate rows | |
| ## dataset structure | |
| overall: | |
| ```python | |
| DatasetDict({ | |
| train: Dataset({ | |
| features: ['id', 'channel_id', 'text'], | |
| num_rows: 19738964 | |
| }) | |
| }) | |
| ``` | |
| A single example looks like this: | |
| ```python | |
| random.choice(dataset['train']) | |
| {'id': '1108635049391308879', | |
| 'channel_id': '1008571088919343124', | |
| 'text': 'Warhammer 40k Chaos Space Marine with pink Armor and a guitar'} | |
| ``` | |
| ## details | |
| 585M GPT-4 tiktoken tokens. | |
| ``` | |
| token_count | |
| count 1.971668e+07 | |
| mean 2.971651e+01 | |
| std 3.875208e+01 | |
| min 1.000000e+00 | |
| 25% 1.000000e+01 | |
| 50% 1.900000e+01 | |
| 75% 3.400000e+01 | |
| max 2.077000e+03 | |
| ``` | |