2 files changed, 3 insertions, 2 deletions

diff --git a/train_dreambooth.py b/train_dreambooth.py
index 7745d27..d284346 100644
--- a/train_dreambooth.py
+++ b/train_dreambooth.py
@@ -262,7 +262,7 @@ def parse_args():
     )
     parser.add_argument(
         "--text_encoder_unfreeze_last_n_layers",
-        default=2,
+        default=-1,
         help="Number of text encoder layers to train.",
     )
     parser.add_argument(
diff --git a/training/strategy/dreambooth.py b/training/strategy/dreambooth.py
index 35cccbb..dc19ba3 100644
--- a/training/strategy/dreambooth.py
+++ b/training/strategy/dreambooth.py
@@ -31,6 +31,7 @@ def dreambooth_strategy_callbacks(
     checkpoint_output_dir: Path,
     seed: int,
     train_text_encoder_cycles: int,
+    text_encoder_unfreeze_last_n_layers: int = 2,
     max_grad_norm: float = 1.0,
     use_ema: bool = False,
     ema_inv_gamma: float = 1.0,
@@ -211,7 +212,7 @@ def dreambooth_prepare(
         ]:
             layer.requires_grad_(False)
 
-    text_encoder.text_model.embeddings.requires_grad_(False)
+    # text_encoder.text_model.embeddings.requires_grad_(False)
 
     return text_encoder, unet, optimizer, train_dataloader, val_dataloader, lr_scheduler