QRK

@qrk.ng

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A small tech company. https://qrk.ng 📍Abuja, 🇳🇬

Figure 1: Matched 20 bits/token comparator. Cost-aware sparse repair improves token accuracy and chunk deviation relative to a fixed-rate no-lookup learned compressor at nearly the same bitrate.