If I understand you correctly, you can use the log origin
option, as suggested by this answer over on TeX.SE:
\documentclass{standalone}
\usepackage{pgfplots}
\begin{document}
\begin{tikzpicture}
\begin{semilogyaxis}[log origin=infty]
\addplot+[ybar] coordinates {(0, 10) (1, 0.01)};
\end{semilogyaxis}
\end{tikzpicture}
\end{document}
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