The Local LLM Index / Quantization & Formats / #202
dipampaul17/KVSplit
by dipampaul17 · Quantization & Formats · updated 1y ago
Run larger LLMs with longer contexts on Apple Silicon by using differentiated precision for KV cache quantization. KVSplit enables 8-bit keys & 4-bit values, reducing memory by 59% with <1% quality loss. Includes benchmarking, visualization, and one-command setup. Optimized for M1/M2/M3 Macs with Metal support.
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apple-silicongenerative-aikv-cachellama-cppllmm1m2m3memory-optimizationmetaloptimizationquantization
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