Vision-based optical context compression performs no better than direct autoencoding baselines like mean pooling or hierarchical encoders across compression ratios.
Compressing context to enhance inference efficiency of large language models
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Optical Context Compression Is Just (Bad) Autoencoding
Vision-based optical context compression performs no better than direct autoencoding baselines like mean pooling or hierarchical encoders across compression ratios.