The Invocation Bottleneck in LLM-Based Lossless Compression: What Can Be Removed and What Must Be Traded

Zhe Yan, Yihao Liu, Antonio Boffa +1

Large language models (LLMs) compress text far better than classical compressors, but LLM-based compressors are slow, particularly during decompression. We argue that their decodin…