diff --git a/examples/advanced_diffusion_training/train_dreambooth_lora_flux_advanced.py b/examples/advanced_diffusion_training/train_dreambooth_lora_flux_advanced.py
index c18d4553ed1c..a30624e35a8d 100644
--- a/examples/advanced_diffusion_training/train_dreambooth_lora_flux_advanced.py
+++ b/examples/advanced_diffusion_training/train_dreambooth_lora_flux_advanced.py
@@ -13,6 +13,20 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 
+# /// script
+# dependencies = [
+#     "diffusers @ git+https://github.com/huggingface/diffusers.git",
+#     "torch>=2.0.0",
+#     "accelerate>=0.31.0",
+#     "transformers>=4.41.2",
+#     "ftfy",
+#     "tensorboard",
+#     "Jinja2",
+#     "peft>=0.11.1",
+#     "sentencepiece",
+# ]
+# ///
+
 import argparse
 import copy
 import itertools
diff --git a/examples/advanced_diffusion_training/train_dreambooth_lora_sd15_advanced.py b/examples/advanced_diffusion_training/train_dreambooth_lora_sd15_advanced.py
index 355a2bcce869..17c5150eb1f9 100644
--- a/examples/advanced_diffusion_training/train_dreambooth_lora_sd15_advanced.py
+++ b/examples/advanced_diffusion_training/train_dreambooth_lora_sd15_advanced.py
@@ -13,6 +13,20 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 
+# /// script
+# dependencies = [
+#     "diffusers @ git+https://github.com/huggingface/diffusers.git",
+#     "torch>=2.0.0",
+#     "accelerate>=0.31.0",
+#     "transformers>=4.41.2",
+#     "ftfy",
+#     "tensorboard",
+#     "Jinja2",
+#     "peft>=0.11.1",
+#     "sentencepiece",
+# ]
+# ///
+
 import argparse
 import gc
 import hashlib
diff --git a/examples/advanced_diffusion_training/train_dreambooth_lora_sdxl_advanced.py b/examples/advanced_diffusion_training/train_dreambooth_lora_sdxl_advanced.py
index a3d500615bf6..65e280801cb2 100644
--- a/examples/advanced_diffusion_training/train_dreambooth_lora_sdxl_advanced.py
+++ b/examples/advanced_diffusion_training/train_dreambooth_lora_sdxl_advanced.py
@@ -13,6 +13,20 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 
+# /// script
+# dependencies = [
+#     "diffusers @ git+https://github.com/huggingface/diffusers.git",
+#     "torch>=2.0.0",
+#     "accelerate>=0.31.0",
+#     "transformers>=4.41.2",
+#     "ftfy",
+#     "tensorboard",
+#     "Jinja2",
+#     "peft>=0.11.1",
+#     "sentencepiece",
+# ]
+# ///
+
 import argparse
 import gc
 import itertools
diff --git a/examples/dreambooth/train_dreambooth_flux.py b/examples/dreambooth/train_dreambooth_flux.py
index 1a2b60c5d534..b3e756025164 100644
--- a/examples/dreambooth/train_dreambooth_flux.py
+++ b/examples/dreambooth/train_dreambooth_flux.py
@@ -13,6 +13,20 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 
+# /// script
+# dependencies = [
+#     "diffusers @ git+https://github.com/huggingface/diffusers.git",
+#     "torch>=2.0.0",
+#     "accelerate>=0.31.0",
+#     "transformers>=4.41.2",
+#     "ftfy",
+#     "tensorboard",
+#     "Jinja2",
+#     "peft>=0.11.1",
+#     "sentencepiece",
+# ]
+# ///
+
 import argparse
 import copy
 import gc
diff --git a/examples/dreambooth/train_dreambooth_lora_flux.py b/examples/dreambooth/train_dreambooth_lora_flux.py
index 73ac6af50c9f..6ec532e63010 100644
--- a/examples/dreambooth/train_dreambooth_lora_flux.py
+++ b/examples/dreambooth/train_dreambooth_lora_flux.py
@@ -13,6 +13,20 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 
+# /// script
+# dependencies = [
+#     "diffusers @ git+https://github.com/huggingface/diffusers.git",
+#     "torch>=2.0.0",
+#     "accelerate>=0.31.0",
+#     "transformers>=4.41.2",
+#     "ftfy",
+#     "tensorboard",
+#     "Jinja2",
+#     "peft>=0.11.1",
+#     "sentencepiece",
+# ]
+# ///
+
 import argparse
 import copy
 import itertools
diff --git a/examples/dreambooth/train_dreambooth_lora_sana.py b/examples/dreambooth/train_dreambooth_lora_sana.py
index 14e922dc204b..2c4e63fd952e 100644
--- a/examples/dreambooth/train_dreambooth_lora_sana.py
+++ b/examples/dreambooth/train_dreambooth_lora_sana.py
@@ -13,6 +13,20 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 
+# /// script
+# dependencies = [
+#     "diffusers @ git+https://github.com/huggingface/diffusers.git",
+#     "torch>=2.0.0",
+#     "accelerate>=1.0.0",
+#     "transformers>=4.47.0",
+#     "ftfy",
+#     "tensorboard",
+#     "Jinja2",
+#     "peft>=0.14.0",
+#     "sentencepiece",
+# ]
+# ///
+
 import argparse
 import copy
 import itertools