TCQ (trellis-coded quantization, à la QTIP) gives a much denser effective codebook than scalar Lloyd-Max at the same nominal bitrate by exploiting Viterbi state. Already validated for KV cache (separate fork). Should compose with gptq_turbo + SmoothQuant the same way E8 does, with a larger gain because TCQ density gain > E8 density gain