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fraQtl

Compression and inference optimization for LLMs — with receipts.

This is the umbrella package for the fraQtl toolchain. Installing it gives you fraqtl-diagnostic and a fraqtl command that describes the rest of the toolchain:

Package What it does
fraqtl-diagnostic Fingerprint any transformer's compression potential in ~30 minutes
fraqtl-runtime Drop-in loader for fraQtl-compressed Hugging Face checkpoints
cairn-security-agent-audit Audit AI-agent traces for safely reusable work, with measured false-hit rates

Receipts before claims: long-context KV-cache compression benchmarked at 128K context under multi-user concurrency, retrieval-gated, with a public repro kit — see huggingface.co/fraQtl and fraqtl.ai.

Contact: contact@fraqtl.ai

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