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Compare direct vs compressed LLM responses in real time

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Model

Presets

JSON APICode ReviewProseChatEmail Digest

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Compression rate50% kept

Aggressive (20%)Conservative (100%)

Dictionary Compression

Extract repeating substrings into aliases

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Direct (No Compression)

Direct output (no compression)

Compressed

Compressed output