fix: load faster, make quantization better #279
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This PR speeds up loading by about 20ms by not recreating the StaticModel. We check if quantization is needed, and if not, we skip the entire quantize function. In addition, we also optimize the memory usage and flow of the quantize function: previously, if someone cast to the original embedding dtype, we would cast anyway.