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The upper and lower bounds seems to not 8 bits in some cases #96

@zhangyu68

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@zhangyu68

I noticed that the rounding method uses round(), this results in values ​​ranging from -128 to 128, rather than -128 to 127. So maybe is not a 8bit quant in some cases, at least I found this problem on llama3. I guess this has something to do with the distribution of parameters.
Can you give me some advice?

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