Dev.to
6/26/2026

The original title is: "SuperCompress is now on PyPI! pip install supercompress in 1 line"
Original: SuperCompress is now on PyPI! pip install supercompress in 1 line
Short summary
SuperCompress is a lightweight Python library (~5K parameters) that compresses LLM context by 65% while maintaining 100% accuracy on critical information. It uses a CPU-based relevance scorer to eliminate irrelevant lines before sending to the LLM, reducing token costs with ~60ms latency and zero GPU requirement. The tool is now available on PyPI under MIT license with open-source code, an interactive demo, and technical deep-dive.
- •65% token compression with 100% oracle recall on critical information
- •~5K CPU-only model; ~60ms latency; no GPU needed; MIT open-source license
- •Interactive comparison tool and technical deep-dive available; installable via pip
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