diff --git a/alphafold3_pytorch/plm.py b/alphafold3_pytorch/plm.py
index c373407a..0751e3f0 100644
--- a/alphafold3_pytorch/plm.py
+++ b/alphafold3_pytorch/plm.py
@@ -91,6 +91,8 @@ def __init__(self):
         self.model = T5EncoderModel.from_pretrained("Rostlab/ProstT5")
         self.embed_dim = 1024
 
+    @torch.no_grad()
+    @typecheck
     def forward(
         self,
         aa_ids: Int['b n']
diff --git a/pyproject.toml b/pyproject.toml
index 1a3873af..f3dcaa0c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "alphafold3-pytorch"
-version = "0.5.9"
+version = "0.5.10"
 description = "Alphafold 3 - Pytorch"
 authors = [
     { name = "Phil Wang", email = "lucidrains@gmail.com" },