Update README.md

README.md

@@ -163,14 +163,25 @@ Posts in [upvoteweb](https://huggingface.co/datasets/OpenCo7/UpVoteWeb).
 
 ## configs
 
+> [!IMPORTANT]  
+> There are several configs representing different permutations of this dataset. Load the relevant config for the task you are interested in.
 
-There are several configs representing different permutations of this dataset:
+Overview of configs:
 
 - `default`: largely unfiltered/unprocessed original data
 - `eduscored`: the "eduscore" predicted on the `text` column with [huggingface's trained classifier](https://hf.co/HuggingFaceFW/fineweb-edu-classifier)
 - `en-clean`: filter `language` for `en` and `language_score` for > `0.6`. Run [clean-text](https://pypi.org/project/clean-text/) on the `text` col, preserving casing
 - `image-dataset-sample`: filter for posts with `score` > 2000, at least one URL that points to an image. Load the first image URL into a new `image` col, and resize it to have a max dim of 2048
 
+Pass the config name as a second fn arg when loading the dataset to load that config. For example, to load `eduscored`:
+
+```py
+from datasets import load_dataset
+
+ds = load_dataset("BEE-spoke-data/upvoteweb-posts", "eduscored")
+ds
+```
+
 ## lang details
 
 Some simple counts in `default`: