diff --git a/index.md b/index.md
index 642e236724f476a40f2527715bc6ae13e07fcc4a..0b64113b0911b87c20ae74a0d66a8de4380628b8 100644
--- a/index.md
+++ b/index.md
@@ -523,9 +523,14 @@ git clone https://gitlab.jsc.fz-juelich.de/kesselheim1/sc_venv_template.git
 ```
 - Add this to sc_venv_template/requirements.txt:
 - ```python
-fastai
-deepspeed
-accelerate
+pip
+fastai==2.7.15
+scipy==1.11.1
+matplotlib==3.7.2
+scikit-learn==1.3.1
+pandas==2.0.3
+torch==2.1.2
+accelerate==1.1.1
 ```
 
 - ```bash
diff --git a/public/index.html b/public/index.html
index 606be7f43c5bc0ef5d2ebfb4fd2b68d6ceacb718..b391f5aa2d3e3de01b9b21ba2c4e691cd34fe346 100644
--- a/public/index.html
+++ b/public/index.html
@@ -723,9 +723,14 @@ class="sourceCode bash"><code class="sourceCode bash"><span id="cb7-1"><a href="
 <span id="cb7-2"><a href="#cb7-2" aria-hidden="true" tabindex="-1"></a><span class="fu">git</span> clone https://gitlab.jsc.fz-juelich.de/kesselheim1/sc_venv_template.git</span></code></pre></div></li>
 <li class="fragment">Add this to sc_venv_template/requirements.txt:</li>
 <li class="fragment"><div class="sourceCode" id="cb8"><pre
-class="sourceCode python"><code class="sourceCode python"><span id="cb8-1"><a href="#cb8-1" aria-hidden="true" tabindex="-1"></a>fastai</span>
-<span id="cb8-2"><a href="#cb8-2" aria-hidden="true" tabindex="-1"></a>deepspeed</span>
-<span id="cb8-3"><a href="#cb8-3" aria-hidden="true" tabindex="-1"></a>accelerate</span></code></pre></div></li>
+class="sourceCode python"><code class="sourceCode python"><span id="cb8-1"><a href="#cb8-1" aria-hidden="true" tabindex="-1"></a>pip</span>
+<span id="cb8-2"><a href="#cb8-2" aria-hidden="true" tabindex="-1"></a>fastai<span class="op">==</span><span class="fl">2.7.15</span></span>
+<span id="cb8-3"><a href="#cb8-3" aria-hidden="true" tabindex="-1"></a>scipy<span class="op">==</span><span class="fl">1.11.1</span></span>
+<span id="cb8-4"><a href="#cb8-4" aria-hidden="true" tabindex="-1"></a>matplotlib<span class="op">==</span><span class="fl">3.7.2</span></span>
+<span id="cb8-5"><a href="#cb8-5" aria-hidden="true" tabindex="-1"></a>scikit<span class="op">-</span>learn<span class="op">==</span><span class="fl">1.3.1</span></span>
+<span id="cb8-6"><a href="#cb8-6" aria-hidden="true" tabindex="-1"></a>pandas<span class="op">==</span><span class="fl">2.0.3</span></span>
+<span id="cb8-7"><a href="#cb8-7" aria-hidden="true" tabindex="-1"></a>torch<span class="op">==</span><span class="fl">2.1.2</span></span>
+<span id="cb8-8"><a href="#cb8-8" aria-hidden="true" tabindex="-1"></a>accelerate<span class="op">==</span><span class="fl">1.1.1</span></span></code></pre></div></li>
 <li class="fragment"><div class="sourceCode" id="cb9"><pre
 class="sourceCode bash"><code class="sourceCode bash"><span id="cb9-1"><a href="#cb9-1" aria-hidden="true" tabindex="-1"></a><span class="ex">sc_venv_template/setup.sh</span></span>
 <span id="cb9-2"><a href="#cb9-2" aria-hidden="true" tabindex="-1"></a><span class="bu">source</span> sc_venv_template/activate.sh</span></code></pre></div></li>
diff --git a/src/distrib.slurm b/src/distrib.slurm
index 02ca147dfc0dc9a9a6cf8d9f22107af7bf94bccf..6ffdae464ff552ddc87c4a508d98ca01940bee07 100644
--- a/src/distrib.slurm
+++ b/src/distrib.slurm
@@ -23,7 +23,7 @@ export MASTER_PORT=7010
 export GPUS_PER_NODE=4
 
 # Make sure we are on the right directory
-cd $HOME/2024-05-talk-intro-to-supercompting-jsc/src
+cd $HOME/2024-11-talk-intro-to-supercompting-jsc/src
 
 # This loads modules and python packages
 source sc_venv_template/activate.sh
diff --git a/src/serial.slurm b/src/serial.slurm
index 578d3c38cd5783b0ba6c5b17a254b26bec689666..53ed5379db7c51cd2efdb3afdc4480cdcef726d4 100644
--- a/src/serial.slurm
+++ b/src/serial.slurm
@@ -11,7 +11,7 @@
 #SBATCH --gres=gpu:1
 
 # Make sure we are on the right directory
-cd $HOME/2024-05-talk-intro-to-supercompting-jsc/src
+cd $HOME/2024-11-talk-intro-to-supercompting-jsc/src
 
 # This loads modules and python packages
 source sc_venv_template/activate.sh