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Literotica and Reddit Dirty and Writing Prompts Dataset

A curated collection of publicly available, human-written stories, segmented into chunks of approximately 2000 tokens based on LLaMA 3.1 tokenization.

Dataset Composition

The all subset includes a balanced sample of 100 000 entries from each of the following sources:

The entries were clustered using agglomerative clustering with Snowflake/snowflake-arctic-embed-xs into varying numbers of clusters.

Other subsets of this dataset available:

  • sample_k100
  • sample_k200
  • sample_k500
  • sample_k1000
  • sample_k2000
  • sample_k5000
  • sample_k10000
  • sample_k20000
  • sample_k50000
  • sample_k100000

Example Entry

{
  "text": "\"And what four words could make me surrender?\"\n\"I. Have. Plot. Armor.\"\nThe supervillain laughed, but it was a nervous laugh. [...]",
  "source": "nothingiisreal/Reddit-Dirty-And-WritingPrompts"
}

Limitations

  • Contains explicit adult content
  • Varies in writing quality and style
  • Potential gender and demographic biases present
  • Some entries may be cut off mid-sentence
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