1 files changed, 3 insertions, 3 deletions

diff --git a/textual_inversion.py b/textual_inversion.py
index 80f1d7d..cd2d22b 100644
--- a/textual_inversion.py
+++ b/textual_inversion.py
@@ -578,6 +578,9 @@ def main():
         for (token_id, embeddings) in zip(placeholder_token_id, initializer_token_embeddings):
             token_embeds[token_id] = embeddings
 
+    index_fixed_tokens = torch.arange(len(tokenizer))
+    index_fixed_tokens = index_fixed_tokens[~torch.isin(index_fixed_tokens, torch.tensor(placeholder_token_id))]
+
     # Freeze vae and unet
     freeze_params(vae.parameters())
     freeze_params(unet.parameters())
@@ -815,9 +818,6 @@ def main():
     )
     global_progress_bar.set_description("Total progress")
 
-    index_fixed_tokens = torch.arange(len(tokenizer))
-    index_fixed_tokens = index_fixed_tokens[~torch.isin(index_fixed_tokens, torch.tensor(placeholder_token_id))]
-
     try:
         for epoch in range(num_epochs):
             local_progress_bar.set_description(f"Epoch {epoch + 1} / {num_epochs}")