Update README.md

README.md

@@ -13,15 +13,15 @@ Number of articles for the English wiki:
 - 2022: 6.291.973
 - 2024: 6.629.861
     
-with 8k samples per gzipped json, we get approx. 800 files per year, so aprrox. 3500 files in total. Approx. 190-200 MB per bin of 8k examples, 63 in gzipped mode
+with 8k documents per gzipped json, we get approx. 800 files per year, so aprrox. 3500 files in total. Approx. 190-200 MB per bin of 8k examples, 63 in gzipped mode.
 
 # Dataset sizes
 There are different splits and dataset sizes, which are all subsets of the `full` set.
 
 | Config   | Train | Validation | Estimate |
 |----------|-------|------------|----------|
-| tiny     | 2     | 1          | 0.1GB    |
-| small    | 100   | 2          | 4GB      |
-| medium   | 750   | 2          | 30GB     |
-| large    | 1500  | 3          | 59GB     |
-| full     | 3497  | 4          | 137GB    |
+| tiny     | 16k docs (2 shards)     | 8k docs (1 shard)          | 0.1GB    |
+| small    | 800k docs (100 shards)   | 16k docs (2 shards)          | 4GB      |
+| medium   | 6M docs (750 shards)   | 16k docs (2 shards)          | 30GB     |
+| large    | 12M docs (1500 shards)  | 24k docs (3 shards)          | 59GB     |
+| full     | 28M docs (3497 shards)  | 32k docs (4 shards)          | 137GB    |