Remove the BeamRunner note from README

README.md

@@ -766,12 +766,9 @@ The datasets are built from the Wikipedia dump
 contains the content of one full Wikipedia article with cleaning to strip
 markdown and unwanted sections (references, etc.).
 
-The articles are parsed using the ``mwparserfromhell`` tool.
-
-To load this dataset you need to install Apache Beam and ``mwparserfromhell`` first:
-
+The articles are parsed using the ``mwparserfromhell`` tool, which can be installed with:
 ```
-pip install apache_beam mwparserfromhell
+pip install mwparserfromhell
 ```
 
 Then, you can load any subset of Wikipedia per language and per date this way:
@@ -779,11 +776,8 @@ Then, you can load any subset of Wikipedia per language and per date this way:
 ```python
 from datasets import load_dataset
 
-load_dataset("wikipedia", language="sw", date="20220120", beam_runner=...)
-```
-where you can pass as `beam_runner` any Apache Beam supported runner for (distributed) data processing 
-(see [here](https://beam.apache.org/documentation/runners/capability-matrix/)).
-Pass "DirectRunner" to run it on your machine. 
+load_dataset("wikipedia", language="sw", date="20220120")
+``` 
 
 You can find the full list of languages and dates [here](https://dumps.wikimedia.org/backup-index.html).