Abstract: Fifth generation (5G) mobile communication systems have entered the stage of commercial deployment, providing users with new services, improved user experiences as well as a host of novel ...
Large language models (LLMs) show excellent performance but are compute- and memory-intensive. Quantization can reduce memory and accelerate inference. However, for LLMs beyond 100 billion parameters, ...
Q-Infer based on PowerInfer models, which are stored in a special format called PowerInfer GGUF based on GGUF format, consisting of both LLM weights and predictor weights. . ├── *.powerinfer.gguf ...
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