README.md

metadata

license: cc-by-nc-4.0
language:
  - en
size_categories:
  - 10K<n<100K
configs:
  - config_name: default
    data_files: discord_logs.json
  - config_name: unsquashed
    data_files: discord_logs_unsquashed.json
  - config_name: two_users
    data_files: discord_logs_two_users.json
  - config_name: split_threads
    data_files: discord_logs_split_threads.json
  - config_name: anonymized
    data_files: discord_logs_anonymized.json

This dataset is comprised of roleplay chat conversations scraped from several Discord RP fandom servers. The conversations have been split in terms of days, the assumption being that a majority of long-form roleplays are started/continued and completed within a day.

The original dataset consisted of ~90K samples. Light filtering striped that down to ~18K samples. Stricter filtering striped it down to ~8k samples. Strictest filtering striped it down to ~2k samples.

Some effort was made to remove OOC, links, and other miscellanous fluff, but more work still needs to be done. This isn't a "completed" dataset so much as a test to see if the data gathered is conducive to training LLMs for roleplay purposes. If determined to be useful, I will continue to scrape more data.

In here are several files:

• discord_rp_with_token_counts.json - The original dataset in all its unprocessed glory. ~90k items. Total Average Token Length for all items: ~143 tokens.
• 125_tokens_10_messages_discord_rp.json (Strictest) - Original dataset filtered for an average token length of 125 and a minimum conversation length of 10 messages. Mostly unprocessed. Average Length: 205 tokens.
• 80_tokens_6_messages_discord_rp.json (Stricter) - Original dataset filtered for an average token length of 80 tokens and a minimum conversation length of 6 messages. Mostly unprocessed. Average Length: 181 tokens. The latter contains the former, so use one or the other, but not both.
• 80_tokens_3_messages_discord_rp.json (Light) - Original dataset filtered for an average token length of 80 tokens and a minimum conversation length of 3 messages. Mostly unprocessed. Average Length: 202 tokens. The latter contains the former, so use one or the other, but not both.
• opencai_rp.json - Original dataset filtered for an average token length of 125 tokens and a minimum conversation length of 10 messages, then processed. Contains descriptions of characters, summary, scene, and genre tags provided by gpt-3.5-turbo-16k.
• opencai_rp_metharme.json - Original dataset filtered for an average token length of 125 tokens and a minimum conversation length of 10 messages, then processed, filtered to 1229 samples, and converted to metharme format.

Explanation of Properties:

• timestamp - Date of the interaction in YYYY-MM-DD format
• conversations: The conversation between the users in the chat. This is represented as a list of dictionaries, each dictionary representing a single utterance and containing three key-value pairs: message, referring to the utterance itself, author referring to their Discord username, and is_bot, which designates whether the message was sent by a human or a bot. is_bot was determined by checking if author still had a discriminator and, therefore, isn't 100% accurate.