diff --git a/example/ck_tile/07_add_rmsnorm2d_rdquant/README.md b/example/ck_tile/07_add_rmsnorm2d_rdquant/README.md
new file mode 100644
index 0000000000..960369b78d
--- /dev/null
+++ b/example/ck_tile/07_add_rmsnorm2d_rdquant/README.md
@@ -0,0 +1,22 @@
+# Add + Rmsnorm2D + rowwise dynamic quantization forward
+
+This folder contains example for add + Rmsnorm2D + rowwise dynamic quantization forward using ck_tile tile-programming implementation. Rdquant is short for rowwise dynamic quantization here.
+
+## build
+```
+# in the root of ck_tile
+mkdir build && cd build
+sh ../script/cmake-ck-dev.sh  ../ <arch>  # you can replace this <arch> to gfx90a, gfx942...
+make tile_add_rmsnorm2d_rdquant_fwd -j
+```
+This will result in an executable `build/bin/tile_add_rmsnorm2d_rdquant_fwd`
+
+## cmdline
+```
+args:
+          -m    m dimension (default:3328)
+          -n    m dimension (default:4096)
+          -e    epsilon (default:1e-5)
+          -v    cpu validation or not (default:1)
+       -prec    precision (default:fp16)
+```