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@@ -20,7 +20,7 @@ This dataset is comprised of roleplay chat conversations scraped from several Di
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  The original dataset consists of ~14K samples. Light filtering striped that down to ~10K samples. Stricter filtering striped it down to ~5k samples. Strictest filtering striped it down to ~4k 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_logs_unsquashed.json` - The original dataset without squashing consecutive messages from the same author. All subsequent files are squashed.
 
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  The original dataset consists of ~14K samples. Light filtering striped that down to ~10K samples. Stricter filtering striped it down to ~5k samples. Strictest filtering striped it down to ~4k samples.
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+ Effort was taken to remove emotes, links, reactions, OOC, channel mentions, user mentions, and other superfluous content that could've been destructive to finetuning. Still, there may be imperfections. The dataset is in a continuous state of improvement and is occassionally updated with additional training data as I find more servers to scape from.
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  In here are several files:
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  * `discord_logs_unsquashed.json` - The original dataset without squashing consecutive messages from the same author. All subsequent files are squashed.