
i just beat @GoogleDeepMind's turboquant
introducing Shard. 10x KV cache compression on Llama-3.1-8B. zero quality loss
- 10x @ 8K context, 11.2x @ 32K
- NIAH recall 1.000 across 4K-32K
- LongBench Δ ≈ 0 vs FP16
turboquant tops out at 4-6x at the same quality. we doubled it.
read more: krishgarg.com/shard
@kirrithan
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