Add support for Adafactor, add TI initializer noise

1 files changed, 2 insertions, 1 deletions

diff --git a/training/functional.py b/training/functional.py
index a2aa24e..ac43847 100644
--- a/training/functional.py
+++ b/training/functional.py
@@ -231,6 +231,7 @@ def add_placeholder_tokens(
     placeholder_tokens: list[str],
     initializer_tokens: list[str],
     num_vectors: Optional[Union[list[int], int]] = None,
+    initializer_noise: float = 0.0,
 ):
     initializer_token_ids = [
         tokenizer.encode(token, add_special_tokens=False)
@@ -245,7 +246,7 @@ def add_placeholder_tokens(
     embeddings.resize(len(tokenizer))
 
     for (placeholder_token_id, initializer_token_id) in zip(placeholder_token_ids, initializer_token_ids):
-        embeddings.add_embed(placeholder_token_id, initializer_token_id)
+        embeddings.add_embed(placeholder_token_id, initializer_token_id, initializer_noise)
 
     return placeholder_token_ids, initializer_token_ids