Merge branch 'main' into add-uv-script-test

This PR makes our advanced diffusion training compatible with uv, which therefore also makes them compatible with Hugging Face jobs: https://huggingface.co/docs/huggingface_hub/en/guides/jobs

The idea is to test it out with this PR, working well we could expand the uv comment for all diffusers scripts to add both uv and hf jobs compatibility

examples/advanced_diffusion_training/train_dreambooth_lora_flux_advanced.py

@@ -1,3 +1,24 @@
+# /// script
+# requires-python = ">=3.10"
+# dependencies = [
+#   "torch",
+#   "torchvision",
+#   "diffusers @ git+https://github.com/huggingface/diffusers.git@main",
+#   "transformers",
+#   "accelerate",
+#   "peft",
+#   "safetensors",
+#   "huggingface_hub",
+#   "datasets",
+#   "Pillow",
+#   "tqdm",
+#   "bitsandbytes",
+#   "sentencepiece",
+#   "protobuf",
+#   "prodigyopt",
+# ]
+# ///
+
 #!/usr/bin/env python
 # coding=utf-8
 # Copyright 2025 The HuggingFace Inc. team. All rights reserved.