The Local LLM Index / Quantization & Formats / #212
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.
29
momentum
362
stars
14
forks
#212
rank
apple-silicongenerative-aikv-cachellama-cppllmm1m2m3memory-optimizationmetaloptimizationquantization
View on GitHub →