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llama.cpp

The inference engine under most local LLM tools. Maximum control, GGUF quantization, CPU/GPU split offload.

GPU acceleration
Yes
CPU-only
Possible
RAM offload
Yes
VRAM overhead
0.8 GB

Popular models to run in llama.cpp