diff --git a/docs/amg4psblas_1.2-guide.pdf b/docs/amg4psblas_1.2-guide.pdf
index 20f367a7..5712fc29 100644
Binary files a/docs/amg4psblas_1.2-guide.pdf and b/docs/amg4psblas_1.2-guide.pdf differ
diff --git a/docs/html/index.html b/docs/html/index.html
index 8a71fff6..7ba2c4c5 100644
--- a/docs/html/index.html
+++ b/docs/html/index.html
@@ -31,7 +31,7 @@ class="cmr-12">University of Rome Tor-Vergata and IAC-CNR</span><br
 class="newline" /> <span 
 class="cmr-12">Software version: 1.2</span><br 
 class="newline" /><span 
-class="cmr-12">December 31st, 2024</span>
+class="cmr-12">June 9th, 2025</span>
                                                                                
 
                                                                                
diff --git a/docs/html/userhtml.html b/docs/html/userhtml.html
index 8a71fff6..7ba2c4c5 100644
--- a/docs/html/userhtml.html
+++ b/docs/html/userhtml.html
@@ -31,7 +31,7 @@ class="cmr-12">University of Rome Tor-Vergata and IAC-CNR</span><br
 class="newline" /> <span 
 class="cmr-12">Software version: 1.2</span><br 
 class="newline" /><span 
-class="cmr-12">December 31st, 2024</span>
+class="cmr-12">June 9th, 2025</span>
                                                                                
 
                                                                                
diff --git a/docs/html/userhtmlse2.html b/docs/html/userhtmlse2.html
index 225a3eab..a000d128 100644
--- a/docs/html/userhtmlse2.html
+++ b/docs/html/userhtmlse2.html
@@ -59,7 +59,7 @@ src="userhtml1x.png" alt="amg_version_string_
 " class="math-display" ></div>
 <!--l. 20--><p class="nopar" > <span 
 class="cmr-12">whose current value is </span><span class="obeylines-h"><span class="verb"><span 
-class="cmtt-12">1.0</span></span></span><span 
+class="cmtt-12">1.2</span></span></span><span 
 class="cmr-12">.</span>
 <!--l. 23--><p class="noindent" >
    <h4 class="likesubsectionHead"><a 
diff --git a/docs/html/userhtmlse4.html b/docs/html/userhtmlse4.html
index 4961bca3..d149d1ab 100644
--- a/docs/html/userhtmlse4.html
+++ b/docs/html/userhtmlse4.html
@@ -790,15 +790,13 @@ class="cmr-12">In this particular example we are choosing to employ a </span><sp
 class="cmtt-12">HLG</span></span></span> <span 
 class="cmr-12">data structure for</span>
 <span 
-class="cmr-12">sparse matrices on GPUs; for more information please refer to the PSBLAS-EXT users&#8217;</span>
+class="cmr-12">sparse matrices on GPUs; for more information please refer to the PSBLAS users&#8217;</span>
 <span 
 class="cmr-12">guide.</span>
 <!--l. 482--><p class="indent" >   <span 
 class="cmr-12">We then have to initialize the GPU environment, and pass the appropriate MOLD</span>
 <span 
-class="cmr-12">variables to the build methods (see also the PSBLAS and PSBLAS-EXT users&#8217;</span>
-<span 
-class="cmr-12">guides).</span>
+class="cmr-12">variables to the build methods (see also the PSBLAS users&#8217; guide).</span>
                                                                                
 
                                                                                
@@ -914,8 +912,11 @@ class="cmtt-12">INVT</span></span></span>
           <li class="itemize">
           <!--l. 601--><p class="noindent" ><span class="obeylines-h"><span class="verb"><span 
 class="cmtt-12">AINV</span></span></span></li></ul>
-     </li></ul>
-<!--l. 604--><p class="noindent" ><span 
+     </li>
+     <li class="itemize">
+     <!--l. 603--><p class="noindent" ><span class="obeylines-h"><span class="verb"><span 
+class="cmtt-12">POLY</span></span></span></li></ul>
+<!--l. 605--><p class="noindent" ><span 
 class="cmr-12">and their </span><span 
 class="cmmi-12">&#x2113;</span><sub><span 
 class="cmr-8">1</span></sub> <span 
diff --git a/docs/html/userhtmlse5.html b/docs/html/userhtmlse5.html
index 89e651fc..a1680b8c 100644
--- a/docs/html/userhtmlse5.html
+++ b/docs/html/userhtmlse5.html
@@ -1871,9 +1871,9 @@ class="cmr-10">Degree  of  the  polynomial  accelerator,  is</span>
 <span 
 class="cmr-10">equal  to  the  number  of  matrix-vector</span>
 <span 
-class="cmr-10">products  performed  by  the  smoother.  Is</span>
+class="cmr-10">products   performed   by   the   smoother.</span>
 <span 
-class="cmr-10">ignored if the smoother is not </span><code class="lstinline"><span style="color:#000000">&#8217;</span><span style="color:#000000">POLY</span><span style="color:#000000">&#8217;</span></code>    </td>
+class="cmr-10">Ignored if the smoother is not </span><code class="lstinline"><span style="color:#000000">&#8217;</span><span style="color:#000000">POLY</span><span style="color:#000000">&#8217;</span></code>    </td>
 </tr><tr 
 class="hline"><td><hr></td><td><hr></td><td><hr></td><td><hr></td><td><hr></td></tr><tr  
  style="vertical-align:baseline;" id="TBL-9-6-"><td  style="white-space:normal; text-align:left;" id="TBL-9-6-1"  
diff --git a/docs/src/distribution.tex b/docs/src/distribution.tex
index 8b7afa28..3d475a54 100644
--- a/docs/src/distribution.tex
+++ b/docs/src/distribution.tex
@@ -18,7 +18,7 @@ account when treating derived works.
 The library defines a version string with the
 constant
 \[ \verb|amg_version_string_|\]
-whose current value is \verb|1.0|.
+whose current value is \verb|1.2|.
 
 \subsection*{Contributors}
 \begin{itemize}
@@ -68,4 +68,4 @@ When use the library, please cite the following:
        year = {2021}
      }
 \end{verbatim}
-\fi
\ No newline at end of file
+\fi
diff --git a/docs/src/gettingstarted.tex b/docs/src/gettingstarted.tex
index 956ca995..d3cd09ab 100644
--- a/docs/src/gettingstarted.tex
+++ b/docs/src/gettingstarted.tex
@@ -477,11 +477,11 @@ program amg_dexample_gpu
 \end{listing}
 In this particular example we are choosing to employ a \verb|HLG| data
 structure for sparse matrices on GPUs; for more information please
-refer to the PSBLAS-EXT users' guide.
+refer to the PSBLAS users' guide.
 
 We then have to initialize the GPU environment, and pass the
 appropriate MOLD variables to the build methods (see also the PSBLAS
-and PSBLAS-EXT users' guides).
+users' guide).
 \begin{listing}[h!]
 \ifpdf
 \begin{minted}[breaklines=true,bgcolor=bg,fontsize=\small]{fortran}
@@ -600,6 +600,7 @@ system solve kernels. Methods that satisfy this constraint include:
 \item \verb|INVT|
 \item \verb|AINV|
 \end{itemize}
+\item \verb|POLY|
 \end{itemize}
 and their $\ell_1$ variants. 
 
diff --git a/docs/src/userguide.tex b/docs/src/userguide.tex
index 37e9d8da..d30005b4 100644
--- a/docs/src/userguide.tex
+++ b/docs/src/userguide.tex
@@ -154,7 +154,7 @@ Preconditioners Package based on PSBLAS}
 \flushright
 \large Software version: 1.2\\
 %\todaym
-\large Deceber 31st, 2024
+\large June 9th, 2025
 \end{minipage}}
 %\addtolength{\textwidth}{\centeroffset}
 \vspace{\stretch{2}}
diff --git a/docs/src/userhtml.tex b/docs/src/userhtml.tex
index de59c569..4914d761 100644
--- a/docs/src/userhtml.tex
+++ b/docs/src/userhtml.tex
@@ -114,7 +114,7 @@
 %\today
 Software version: 1.2\\
 %\today
- December 31st, 2024
+June 9th, 2025
 \clearpage
 \ \\
 \thispagestyle{empty}
diff --git a/docs/src/userinterface.tex b/docs/src/userinterface.tex
index be254d21..d19be92e 100644
--- a/docs/src/userinterface.tex
+++ b/docs/src/userinterface.tex
@@ -625,7 +625,7 @@ level (continued).\label{tab:p_coarse_1}}
 \fortinline|'POLY_DEGREE'| & \fortinline|integer|
 & Any integer \par number~$\ge 1$ and~$\le 30$
 & 1 
-& Degree of the polynomial accelerator, is equal to the number of matrix-vector products performed by the smoother. Is ignored if the smoother is not \fortinline|'POLY'|\\ \hline
+& Degree of the polynomial accelerator, is equal to the number of matrix-vector products performed by the smoother. Ignored if the smoother is not \fortinline|'POLY'|\\ \hline
 \end{tabular}
 \end{center}
 \caption{Parameters defining the smoother or the details of the one-level preconditioner.