diff --git a/main.py b/main.py
index e49027b..ff5b916 100644
--- a/main.py
+++ b/main.py
@@ -12,16 +12,9 @@ from gfun.generalizedFunnelling import GeneralizedFunnelling
 
 """
 TODO:
-    - Transformers VGFs:
-        - scheduler with warmup and cosine
-        - freeze params method
     - General:
         [!] zero-shot setup
         - CLS dataset is loading only "books" domain data
-        - documents should be trimmed to the same length (for SVMs we are using way too long tokens)
-    - Attention Aggregator:
-        - experiment with weight init of Attention-aggregator
-        - FFNN posterior-probabilities' dependent
     - Docs:
         - add documentations sphinx
 """