Llamazip: Leveraging LLaMA for Lossless Text Compression and Training Dataset Detection

Sören Dréano, Derek Molloy, Noel Murphy

This work introduces Llamazip, a novel lossless text compression algorithm based on the predictive capabilities of the LLaMA3 language model. Llamazip achieves significant data red…