diff --git a/docs/source/en/api/loaders.mdx b/docs/source/en/api/loaders.mdx
index c850cdfe47..a93d9db1df 100644
--- a/docs/source/en/api/loaders.mdx
+++ b/docs/source/en/api/loaders.mdx
@@ -12,7 +12,7 @@ specific language governing permissions and limitations under the License.
 
 # Loaders
 
-There are many weights to train adapter neural networks for diffusion models, such as 
+There are many ways to train adapter neural networks for diffusion models, such as 
 - [Textual Inversion](./training/text_inversion.mdx)
 - [LoRA](https://github.com/cloneofsimo/lora)
 - [Hypernetworks](https://arxiv.org/abs/1609.09106)