1 files changed, 1 insertions, 2 deletions

diff --git a/training/strategy/ti.py b/training/strategy/ti.py
index 10bc6d7..b9a5547 100644
--- a/training/strategy/ti.py
+++ b/training/strategy/ti.py
@@ -122,8 +122,7 @@ def textual_inversion_strategy_callbacks(
             if lambda_ != 0:
                 w = text_encoder.text_model.embeddings.temp_token_embedding.weight
 
-                mask = torch.zeros(w.shape[0], dtype=torch.bool)
-                mask[text_encoder.text_model.embeddings.temp_token_ids] = True
+                mask = torch.ones(w.shape[0], dtype=torch.bool)
                 mask[zero_ids] = False
 
                 norm = w[mask, :].norm(dim=-1, keepdim=True)