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--- |
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license: cc-by-nc-4.0 |
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language: |
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- en |
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size_categories: |
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- 10K<n<100K |
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configs: |
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- config_name: default |
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data_files: "discord_logs.json" |
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- config_name: unsquashed |
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data_files: "discord_logs_unsquashed.json" |
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- config_name: two_users |
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data_files: "discord_logs_two_users.json" |
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- config_name: split_threads |
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data_files: "discord_logs_split_threads.json" |
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- config_name: anonymized |
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data_files: "discord_logs_anonymized.json" |
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--- |
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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. |
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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. |
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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. |
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In here are several files: |
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* `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. |
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* `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. |
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* `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. |
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* `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. |
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* `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`. |
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* `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. |
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Explanation of Properties: |
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* `timestamp` - Date of the interaction in YYYY-MM-DD format |
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* `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. |
