1 files changed, 5 insertions, 0 deletions

diff --git a/models/clip/embeddings.py b/models/clip/embeddings.py
index 1280ebd..fb639f1 100644
--- a/models/clip/embeddings.py
+++ b/models/clip/embeddings.py
@@ -53,6 +53,8 @@ class ManagedCLIPTextEmbeddings(CLIPTextEmbeddings):
         self.token_embedding = resize_embedding(self.token_embedding, size, self.initializer_factor)
 
     def add_embed(self, token_ids: Union[int, list[int]], initializer: Optional[Union[int, list[int], torch.FloatTensor]] = None):
+        init_ratio = 1.0
+
         if isinstance(token_ids, int):
             token_ids = [token_ids]
 
@@ -63,6 +65,7 @@ class ManagedCLIPTextEmbeddings(CLIPTextEmbeddings):
             initializer = [initializer]
 
         if isinstance(initializer, list):
+            init_ratio = len(initializer) / len(token_ids)
             initializer = (initializer * len(token_ids))[:len(token_ids)]
 
             with torch.no_grad():
@@ -76,6 +79,8 @@ class ManagedCLIPTextEmbeddings(CLIPTextEmbeddings):
             dtype=self.temp_token_embedding.weight.dtype,
         )
 
+        return init_ratio
+
     def load_embed(self, input_ids: list[int], filename: Path):
         with safe_open(filename, framework="pt", device="cpu") as file:
             self.add_embed(input_ids, file.get_tensor("embed"))