TurboSparse Inference: 4.6x Faster LLM Decoding via Hybrid GPU-CPU Computing

Accelerate LLM inference with TurboSparse. Achieve up to 2.28x speedup on pure CPU and 4.64x in hybrid GPU-CPU environments compared to llama.cpp baselines.