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--- |
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language: |
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- en |
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tags: |
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- art |
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- not-for-all-audiences |
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size_categories: |
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- 1M<n<10M |
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extra_gated_prompt: "To get access to this dataset, send an email to [email protected] and provide a brief description of your project or application. Requests without this information will not be considered, and access will not be granted under any circumstances." |
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extra_gated_fields: |
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Company/University: text |
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Country: country |
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--- |
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The largest dataset available from Civitai. It contains all prompts extracted from images up to May 5th, 2024, the data was sourced from scratch using my own pipeline. |
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The dataset underwent these specific preprocessing steps: |
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1. Only entries with both a populated prompt and a negative prompt were retained. |
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2. Prompts with less than 3 tags were discarded |
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3. LoRA/Locon/Lycoris/hypernet were removed |
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4. Duplicates tags were removed (i.e "1girl, 1girl, 1girl" => "1girl") |
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5. Cleaning of the trailing commas, newlines, empty words (like 'BREAK'), metadata (Steps, model, seed...) wrongfully included into `prompt`/`negativePrompt` fields too. |
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6. The URL field was transformed into a functional URL (i.e `8ecd1fbd-3075-42e3-9005-926981297a39` changed to `https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/8ecd1fbd-3075-42e3-9005-926981297a39/width=512/8ecd1fbd-3075-42e3-9005-926981297a39.jpeg`) |
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7. The `nsfw` field was recomputed as there were a lot of null, if the field `nsfwLevel` > 2 then `nsfw` is set to 1 else 0. |
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8. Only the following fields were kept: `url`, `nsfwLevel`, `nsfw`, `stats`, `prompt`, and `negativePrompt` (much like [AdamCodd/Civitai-2m-prompts](https://huggingface.co/datasets/AdamCodd/Civitai-2m-prompts)). |
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A raw branch of the dataset is available which contains the unprocessed data, including entries with missing prompts, if you want to process the dataset differently. |
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Total count: |
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* 8,655,847 entries for the raw dataset (~40GB unzipped) |
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* 7,852,309 entries for the processed dataset (~8.7GB unzipped) |
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<u>Changelog</u>: |
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**05/15** |
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* Changed from `nsfwLevel` > 1 to `nsfwLevel` > 2 due to the number of false positives with a strict `nsfwLevel` > 1. |
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* The `nsfw` field is set to 1 or 0 instead of true/false to simplify the preprocessing. |
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If you want to support me, you can [here](https://ko-fi.com/adamcodd). |
