diff --git a/OnRunning.md b/OnRunning.md
new file mode 100644
index 0000000..19b666b
--- /dev/null
+++ b/OnRunning.md
@@ -0,0 +1,27 @@
+# Running Experiments with Lambda:
+This is not supposed to be a instruction on how to do it properly, but it is a writeup on how i did it.
+If you want to do it properly, extend the command line Arguments for haga-lambda and allow runtime tweaking of Hyperparams and Datasets. While at it, generalizing LamdaCalculusV1 would be smart, too. You can use LamdaCalculusV2 as a template on how to do it more properly. (I wrote that later, and was IMO quite a bit smarter about it. I sadly didn't have time to fix up V1...)
+
+You just want to do the same hack i did or know about it?
+
+create a branch for each Dataset-experiment pair. e.g. iris_1 ... iris_9
+
+here git is your friend, especially if you inevitably screw up.
+e.g. echo git\ checkout\ iris_{1..9}\;\ git\ cherry-pick\ 7ced1e1\; will create a command for applying the commit 7ced1e1 to every iris branch.
+
+Adapt the build.sbatch and run.sbatch and **commit them**!
+clone the branch you committed to on the cluster.
+create the required folders! If you forget the output one, slurm will fail silently!
+
+Make sure to sbatch an adapted **build.sbatch before run.sbatch**!
+build.sbatch will need to be adapted for and run on every node you will use!
+Otherwise stuff WILL break!
+
+sbatch run.sbatch
+
+You can use squeue to monitor progress.
+
+A huge slew of raw data will be dumped into the output Folder. The error files contain results, the output files stats during training.
+
+On how to process these results, see: https://merl.dnshome.de/git/Hans/haga-graphics
+
diff --git a/build.sbatch b/build.sbatch
index 18a2a45..0765914 100755
--- a/build.sbatch
+++ b/build.sbatch
@@ -1,18 +1,28 @@
 #!/usr/bin/env bash
 #SBATCH --time=00:10:00
 #SBATCH --partition=cpu
+# 9 Experiments * 3 Datasets
 #SBATCH --array=0-27
+# ensure output exists, is a folder and is writable in your working directory
 #SBATCH --output=./output/output_run_%a.txt
 #SBATCH --error=./output/error_run_%a.txt
-#SBATCH --nodelist=oc-compute02,oc-compute03
+# run once for every node you plan to use
+#SBATCH --nodelist=oc-compute02
 #SBATCH --mem=2G
+
+
+# list your branches
 problems=("iris" "nurse" "german")
 
+#9 Experiments
 current_problem=${problems[(${SLURM_ARRAY_TASK_ID}/9)]}
+#9 Experiments
 current_variant=$(((${SLURM_ARRAY_TASK_ID}) % 9 + 1))
 current_branch="${current_problem}_${current_variant}"
 
-git clone -b $current_branch --single-branch "https://merl.dnshome.de/git/Hans/haga.git" /data/oc-compute02/merljoha/$current_branch
-git clone -b $current_branch --single-branch "https://merl.dnshome.de/git/Hans/haga.git" /data/oc-compute03/merljoha/$current_branch
+# ensure [full path to writable folder on node *] exists
+git clone -b $current_branch --single-branch "[your git repo]" [full path to writable folder on node 1]/$current_branch
+git clone -b $current_branch --single-branch "[your git repo]" [full path to writable folder on node 1]/$current_branch
+#... for every node
 
 srun bash -c "cd /data/$SLURMD_NODENAME/merljoha/$current_branch; nix develop --command stack --no-nix --system-ghc --no-install-ghc build"
diff --git a/run.sbatch b/run.sbatch
index fc5b2fc..0908e09 100755
--- a/run.sbatch
+++ b/run.sbatch
@@ -1,19 +1,31 @@
 #!/usr/bin/env bash
+# test this timing, it scales with result sizes
 #SBATCH --time=12:00:00
 #SBATCH --partition=cpu
-#SBATCH --array=0-810
+# 30 Runs * 9 Experiments * 3 Datasets
+#SBATCH --array=0-809
+# ensure output exists, is a folder and is writable in your working directory
 #SBATCH --output=./output/output_run_%a.txt
 #SBATCH --error=./output/error_run_%a.txt
+# exclude nodes with weaker CPUs
 #SBATCH --exclude=oc222
+# test memory usage, it scales **Exponentially** with max Depth. Implement some countermeasures if that's a problem, e.g. raise max depth over time.
 #SBATCH --mem=6G
 #SBATCH --nodes=1
+
+
+# list your branches
 problems=("iris" "nurse" "german")
 
+# 30 Runs * 9 Experiments
 current_problem=${problems[(${SLURM_ARRAY_TASK_ID}/270)]}
+# 30 Runs, 9 Experiments
 current_variant=$(((${SLURM_ARRAY_TASK_ID} / 30) % 9 + 1))
 current_branch="${current_problem}_${current_variant}"
 
-git clone -b $current_branch --single-branch "https://merl.dnshome.de/git/Hans/haga.git" /data/oc-compute02/merljoha/$current_branch
-git clone -b $current_branch --single-branch "https://merl.dnshome.de/git/Hans/haga.git" /data/oc-compute03/merljoha/$current_branch
+# ensure [full path to writable folder on node *] exists
+git clone -b $current_branch --single-branch "[your git repo]" [full path to writable folder on node 1]/$current_branch
+git clone -b $current_branch --single-branch "[your git repo]" [full path to writable folder on node 2]/$current_branch
+#... for every node
 
 srun bash -c "cd /data/$SLURMD_NODENAME/merljoha/$current_branch; nix develop --command stack --no-nix --system-ghc --no-install-ghc run haga-lambda"