Building an LLM Fine-Tuning Dataset - From Reddit Comments to QLoRA Training

Building an LLM Fine-Tuning Dataset - From Reddit Comments to QLoRA Training

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- How to structure the data

6 of 9

6 of 9

- How to structure the data

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Building an LLM Fine-Tuning Dataset - From Reddit Comments to QLoRA Training

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  1. 1 - Introduction to Dataset building for fine-tuning.
  2. 2 - The Reddit dataset options Torrent, Archive.org, BigQuery
  3. 3 - Exporting BigQuery Reddit and some other data
  4. 4 - Decompressing all of the gzip archives
  5. 5 - Re-combining the archives for target subreddits
  6. 6 - How to structure the data
  7. 7 - Building training samples and saving to database
  8. 8 - Creating customized training json files
  9. 9 - QLoRA training and results

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