1 files changed, 3 insertions, 0 deletions

diff --git a/models/clip/embeddings.py b/models/clip/embeddings.py
index 9a23a2a..1cc59d9 100644
--- a/models/clip/embeddings.py
+++ b/models/clip/embeddings.py
@@ -100,6 +100,9 @@ class ManagedCLIPTextEmbeddings(CLIPTextEmbeddings):
         return embeds
 
     def normalize(self, target: float = 0.4, lambda_: float = 1.0):
+        if lambda_ == 0:
+            return
+
         w = self.temp_token_embedding.weight
         pre_norm = w[self.temp_token_ids, :].norm(dim=-1, keepdim=True)
         w[self.temp_token_ids] = F.normalize(