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Pure C implementation of the TurboQuant paper (ICLR 2026) for KV cache compression in LLM inference.

Via r/LocalLlama
Wednesday, Apr 1, 2026 · 8:37AM
Summary

Pure C implementation of the TurboQuant paper (ICLR 2026) for KV cache compression in LLM inference. Key vectors compressed to 1 bit via randomized Hadamard transform + sign hashing. Attention via XOR + popcount. Values independently quantized to Q4 or Q2. Total K+V: 4.9x–7.1x compression on Gemma 3

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