Datasets:
Languages:
English
Multilinguality:
monolingual
Source Datasets:
bartman081523/stable-diffusion-discord-prompts
succinctly/midjourney-prompts
Gustavosta/Stable-Diffusion-Prompts
License:
| language: | |
| - en | |
| license: apache-2.0 | |
| multilinguality: | |
| - monolingual | |
| source_datasets: | |
| - bartman081523/stable-diffusion-discord-prompts | |
| - succinctly/midjourney-prompts | |
| - Gustavosta/Stable-Diffusion-Prompts | |
| pretty_name: multi text2image prompts a dataset collection | |
| tags: | |
| - text generation | |
| configs: | |
| - config_name: default | |
| data_files: | |
| - split: train | |
| path: data/train-* | |
| - split: test | |
| path: data/test-* | |
| - config_name: original | |
| data_files: | |
| - split: train | |
| path: original/train-* | |
| - split: test | |
| path: original/test-* | |
| dataset_info: | |
| - config_name: default | |
| features: | |
| - name: text | |
| dtype: string | |
| - name: src_dataset | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 262736830 | |
| num_examples: 1677221 | |
| - name: test | |
| num_bytes: 56294291 | |
| num_examples: 292876 | |
| download_size: 151054782 | |
| dataset_size: 319031121 | |
| - config_name: original | |
| features: | |
| - name: text | |
| dtype: string | |
| - name: src_dataset | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 741427383 | |
| num_examples: 3551734 | |
| - name: test | |
| num_bytes: 83615440 | |
| num_examples: 399393 | |
| download_size: 402186258 | |
| dataset_size: 825042823 | |
| task_categories: | |
| - text-generation | |
| - feature-extraction | |
| # text2image multi-prompt(s): a dataset collection | |
| - collection of several text2image prompt datasets | |
| - data was cleaned/normalized with the goal of removing "model specific APIs" like the "--ar" for Midjourney and so on | |
| - data de-duplicated on a basic level: exactly duplicate prompts were dropped (_after cleaning and normalization_) | |
| ## updates | |
| - Oct 2023: the `default` config has been updated with better deduplication. It was deduplicated with minhash (_params: n-gram size set to 3, deduplication threshold at 0.6, hash function chosen as xxh3 with 32-bit hash bits, and 128 permutations with a batch size of 10,000._) which drops 2+ million rows. | |
| - original version is still available under `config_name="original"` | |
| ## contents | |
| default: | |
| ``` | |
| DatasetDict({ | |
| train: Dataset({ | |
| features: ['text', 'src_dataset'], | |
| num_rows: 1677221 | |
| }) | |
| test: Dataset({ | |
| features: ['text', 'src_dataset'], | |
| num_rows: 292876 | |
| }) | |
| }) | |
| ``` | |
| For `original` config: | |
| ``` | |
| DatasetDict({ | |
| train: Dataset({ | |
| features: ['text', 'src_dataset'], | |
| num_rows: 3551734 | |
| }) | |
| test: Dataset({ | |
| features: ['text', 'src_dataset'], | |
| num_rows: 399393 | |
| }) | |
| }) | |
| ``` | |
| _NOTE: as the other two datasets did not have a `validation` split, the validation split of `succinctly/midjourney-prompts` was merged into `train`._ |