Fixed code boxes in README

README.md

@@ -13,14 +13,16 @@ The dockers do not contain any trained models. Additionally the users are recomm
 
 Compiled dockers are uploaded in docker hub, so they can be pulled with 
 
-``` docker pull lefterav/marian-nmt:1.10.0_sentencepiece_cuda-11.3.0
+``` 
+docker pull lefterav/marian-nmt:1.10.0_sentencepiece_cuda-11.3.0
 ```
 
 ## Starting the container ##
 
 After pulling the docker, it can be started with the following command (replace <username> with your linux account username).
 
-``` docker run -v /home/<username>:/home/<username> -e HOME=/home/<username> -it lefterav/marian-nmt:1.10.0_sentencepiece_cuda-11.3.0
+``` 
+docker run -v /home/<username>:/home/<username> -e HOME=/home/<username> -it lefterav/marian-nmt:1.10.0_sentencepiece_cuda-11.3.0
 ```
 
 This will provide a commandline which gives you the possibility to run `marian` coomands. Additionally, the `-v` parameter, makes the user folders accessible to the docker, so that the results of the experiments can be saved (otherwise they would be lost when the docker is unloaded). 
@@ -31,7 +33,8 @@ In some server installations, the administrators suggest not using the home fold
 
 The Marian command is compiled at `/marian/build/marian`. You can test if marian works by running 
 
-```/marian/build/marian --help
+```
+/marian/build/marian --help
 ```
 
 By starting the Marian container, the commandline is already directed in the `experiments` directory of Marian. In the subdirectories one can run the bash scripts in order to perform the experiments. It is suggested to msave the data and the models to a mounted folder 
@@ -52,7 +55,8 @@ You can exit the container by hitting Ctrl+D or typing `exit`
 
 We provide different dockerfiles for different versions of Ubuntu and CUDA, and these can be found in the `/dockerfiles` subdirectory. The dockers can be compiled with the following command:
 
-``` docker build --tag <username>/marian-nmt:1.10.0_sentencepiece_cuda-11.3.0 - < dockerfiles/marian_1.10.0_sentencepiece_cuda_11.3.0.Dockerfile
+``` 
+docker build --tag <username>/marian-nmt:1.10.0_sentencepiece_cuda-11.3.0 - < dockerfiles/marian_1.10.0_sentencepiece_cuda_11.3.0.Dockerfile
 ```
 
 This gives the possibility to produce one containers with modified setup