Llm, Compression, Algorithms, Training, Text Generation.
tasks. The findings from this study contribute significantly to our understanding of LLM capabilities in data optimization and storage efficiency. The efficient reduction in text size while preserving essential content showcases the potential of LLMs in addressing data volume challenges and