Update

3 files changed, 6 insertions, 11 deletions

diff --git a/models/clip/embeddings.py b/models/clip/embeddings.py
index 384c795..9d8f770 100644
--- a/models/clip/embeddings.py
+++ b/models/clip/embeddings.py
@@ -53,8 +53,6 @@ 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]
 
@@ -65,7 +63,6 @@ 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():
@@ -79,8 +76,6 @@ 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"))
diff --git a/train_dreambooth.py b/train_dreambooth.py
index c355ea1..e8256be 100644
--- a/train_dreambooth.py
+++ b/train_dreambooth.py
@@ -624,10 +624,10 @@ def main():
         new_ids = tokenizer.add_multi_tokens(args.placeholder_token, args.num_vectors)
         embeddings.resize(len(tokenizer))
 
-        init_ratios = [
+        for (new_id, init_ids) in zip(new_ids, initializer_token_ids):
             embeddings.add_embed(new_id, init_ids)
-            for (new_id, init_ids) in zip(new_ids, initializer_token_ids)
-        ]
+
+        init_ratios = [f"{len(init_ids)} / {len(new_id)}" for new_id, init_ids in zip(new_ids, initializer_token_ids)]
 
         print(f"Added {len(new_ids)} new tokens: {list(zip(args.placeholder_token, new_ids, init_ratios))}")
     else:
diff --git a/train_ti.py b/train_ti.py
index 1b8c597..0ffc9e6 100644
--- a/train_ti.py
+++ b/train_ti.py
@@ -607,10 +607,10 @@ def main():
     new_ids = tokenizer.add_multi_tokens(args.placeholder_token, args.num_vectors)
     embeddings.resize(len(tokenizer))
 
-    init_ratios = [
+    for (new_id, init_ids) in zip(new_ids, initializer_token_ids):
         embeddings.add_embed(new_id, init_ids)
-        for (new_id, init_ids) in zip(new_ids, initializer_token_ids)
-    ]
+
+    init_ratios = [f"{len(init_ids)} / {len(new_id)}" for new_id, init_ids in zip(new_ids, initializer_token_ids)]
 
     print(f"Added {len(new_ids)} new tokens: {list(zip(args.placeholder_token, new_ids, init_ratios))}")