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@exllm 并行改为1后,预填充性能有接近5~10倍的提升(不同的任务变化很大),但生成token的性能提升不到10%。我也将“--override-tensor blk.\d+.ffn_.*_exps.=CPU \”注释掉进行过测试,性能反而有略微下降,可能跟我的硬件和跑的任务也有一定关系。