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# Data Cleaning Pipeline
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I filtered the [`mookiezi/Discord-Dialogues`](https://huggingface.co/datasets/mookiezi/Discord-Dialogues) dataset to obtain only high-quality english conversation examples for fine-tuning or other analytical tasks.
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| 5 — Filler / spam | 2,242 | 2,208 | 34 |
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**Total removed: 7,301,256 rows (~99.97% of the raw dataset).**
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**Final clean dataset: 2,208 high-quality conversations.**
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---
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license: apache-2.0
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language:
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- en
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tags:
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- discord
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- conversation
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- discord-dialogues
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- discord-dialogs
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- finetuning
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pretty_name: Discord Dialogues Filtered
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size_categories:
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- 1K<n<10K
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---
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# Data Cleaning Pipeline
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I filtered the [`mookiezi/Discord-Dialogues`](https://huggingface.co/datasets/mookiezi/Discord-Dialogues) dataset to obtain only high-quality english conversation examples for fine-tuning or other analytical tasks.
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| 5 — Filler / spam | 2,242 | 2,208 | 34 |
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**Total removed: 7,301,256 rows (~99.97% of the raw dataset).**
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**Final clean dataset: 2,208 high-quality conversations.**
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