diff --git a/TODO.md b/TODO.md
deleted file mode 100644
index 2002bbbaf..000000000
--- a/TODO.md
+++ /dev/null
@@ -1,10 +0,0 @@
-# todo list
-
-- [] Validation of parameters for combinations that won't work
-
-
-
-## things that are known not to work
-
-- FSDP offload and gradient_checkpointing - https://github.com/pytorch/pytorch/issues/82203
-- adamw_bnb_8bit doesn't play well with FSDP offload
diff --git a/src/axolotl/cli/utils/train.py b/src/axolotl/cli/utils/train.py
index f1ac857b3..31b0bcf58 100644
--- a/src/axolotl/cli/utils/train.py
+++ b/src/axolotl/cli/utils/train.py
@@ -67,14 +67,12 @@ def build_command(base_cmd: list[str], options: dict[str, Any]) -> list[str]:
 
 def generate_config_files(config: str, sweep: str | None) -> Iterator[tuple[str, bool]]:
     """
-    Generate list of configuration files to process.
+    Generate list of configuration files to process. Yields a tuple of the configuration file name and a boolean indicating
+    whether this is a group of configurations (i.e., a sweep).
 
     Args:
         config: Base configuration file
         sweep: Sweep configuration file
-
-    Yields:
-        Tuple of configuration file name and whether this is a group of configurations
     """
 
     if not sweep: