smoothquant: fix istupakov int8 size note comparing output to itself

smoothquant: honor --alpha (work around neural-compressor dropping SmoothQuant* extra_options)

quantize-int8-smoothquant: use one fixed append-mode log file

quantize-int8-smoothquant: route output through loguru + log to file

scripts: move quantize/shard tools into scripts/ subfolder