Update README.md

README.md

@@ -27,5 +27,5 @@ def load_feat_acts(fname, only_active_docs=False):
 feat_acts = load_feat_acts(f"mlp_map_test/M2_S-2_R1_P0/{300}.pt").to_dense()
 ```
 
-The activations are from the 13% of the train split of https://huggingface.co/datasets/noanabeshima/TinyModelTokIds.
-I gather all the activations per feature and then take the smallest prefix so that each feature has at least 3K documents on which it activates and 12K token-activations.
+The activations are from 13% of the train split of https://huggingface.co/datasets/noanabeshima/TinyModelTokIds.
+I gather all the activations per feature and then take the smallest activations prefix so that each feature has at least 3K documents on which it activates and 12K token-activations.