diff --git a/README.md b/README.md
index 92dd76fcb..be993a2b9 100644
--- a/README.md
+++ b/README.md
@@ -65,7 +65,7 @@ $ gh release create v0.0.0 assets/wheels/vllm-*.whl --title "Forge Wheels v0.0.0
 To run SFT on a Llama3 8B model, run
 
 ```bash
-python -m apps.sft_v2.main --config apps/sft_v2/llama3_8b.yaml
+python -m apps.sft.main --config apps/sft/llama3_8b.yaml
 ```
 
 ### Citation
diff --git a/apps/sft_v2/llama3_8b.yaml b/apps/sft/llama3_8b.yaml
similarity index 94%
rename from apps/sft_v2/llama3_8b.yaml
rename to apps/sft/llama3_8b.yaml
index 273d2d592..43a690c1e 100644
--- a/apps/sft_v2/llama3_8b.yaml
+++ b/apps/sft/llama3_8b.yaml
@@ -1,4 +1,4 @@
-# >>> python -m apps.sft_v2.main --config apps/sft_v2/llama3_8b.yaml
+# >>> python -m apps.sft.main --config apps/sft/llama3_8b.yaml
 
 # Config for supervised full finetuning using a Llama3.1 8B Instruct model
 
diff --git a/apps/sft_v2/main.py b/apps/sft/main.py
similarity index 99%
rename from apps/sft_v2/main.py
rename to apps/sft/main.py
index 61b27baa3..27a8036d4 100644
--- a/apps/sft_v2/main.py
+++ b/apps/sft/main.py
@@ -6,7 +6,7 @@
 
 """To run:
 
-python -m apps.sft_v2.main --config apps/sft_v2/llama3_8b.yaml
+python -m apps.sft.main --config apps/sft/llama3_8b.yaml
 
 """
 
diff --git a/apps/sft_v2/qwen3_8b.yaml b/apps/sft/qwen3_8b.yaml
similarity index 94%
rename from apps/sft_v2/qwen3_8b.yaml
rename to apps/sft/qwen3_8b.yaml
index 1a07bfa15..2ab88bbd3 100644
--- a/apps/sft_v2/qwen3_8b.yaml
+++ b/apps/sft/qwen3_8b.yaml
@@ -1,4 +1,4 @@
-# >>> python -m apps.sft_v2.main --config apps/sft_v2/qwen3_8b.yaml
+# >>> python -m apps.sft.main --config apps/sft/qwen3_8b.yaml
 
 
 # TODO: required by torchtitan