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Bad performance with Auto-GPTQ kernel.d #111

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@jiuyixu25

I can reproduce the reported results without using real_quant. However, after using real_quant with auto_gptq, the performance is super bad (~250 on wikitext using Llama2-7b-W3A16g128 pretrained weight). The problem should be with the auto_gptq kernel, but I cannot install it normally, following the official procedure (refer to the last issue). Any help would be appreciated!!!

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