US EditionFaster On-Device AI: Ghidorah Optimises Large Language Model Inference.
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Faster On-Device AI: Ghidorah Optimises Large Language Model Inference.
Ghidorah, a novel large language model (LLM) inference system designed for end-user devices, achieves up to a 7.6x speedup in decoding through speculative decoding and heterogeneous core model parallelism, optimising workload distribution across diverse processing units and sparse computation on ARM CPUs to overcome memory-bandwidth limitations.
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