diff --git a/_data/buildx/docker_buildx_build.yaml b/_data/buildx/docker_buildx_build.yaml
index 7222389683..c0042c24ef 100644
--- a/_data/buildx/docker_buildx_build.yaml
+++ b/_data/buildx/docker_buildx_build.yaml
@@ -580,7 +580,7 @@ examples: |-
   [related Dockerfile extensions](https://github.com/moby/buildkit/blob/master/frontend/dockerfile/docs/experimental.md#run---securityinsecuresandbox).
 
   For entitlements to be enabled, the `buildkitd` daemon also needs to allow them
-  with `--allow-insecure-entitlement` (see [`create --buildkitd-flags`](buildx_create.md#--buildkitd-flags-flags))
+  with `--allow-insecure-entitlement` (see [`create --buildkitd-flags`](buildx_create.md#buildkitd-flags))
 
   **Examples**
 
diff --git a/_data/buildx/docker_buildx_create.yaml b/_data/buildx/docker_buildx_create.yaml
index abf112e648..6befdc21f0 100644
--- a/_data/buildx/docker_buildx_create.yaml
+++ b/_data/buildx/docker_buildx_create.yaml
@@ -142,7 +142,7 @@ examples: |-
   ```
 
   Adds flags when starting the buildkitd daemon. They take precedence over the
-  configuration file specified by [`--config`](#--config-file). See `buildkitd --help`
+  configuration file specified by [`--config`](#config). See `buildkitd --help`
   for the available flags.
 
   **Example**
@@ -158,7 +158,7 @@ examples: |-
   ```
 
   Specifies the configuration file for the buildkitd daemon to use. The configuration
-  can be overridden by [`--buildkitd-flags`](#--buildkitd-flags-flags).
+  can be overridden by [`--buildkitd-flags`](#buildkitd-flags).
   See an [example buildkitd configuration file](https://github.com/moby/buildkit/blob/master/docs/buildkitd.toml.md).
 
   ### Set the builder driver to use (--driver) {#driver}
@@ -171,13 +171,13 @@ examples: |-
   their own specificities.
 
   - `docker` - Uses the builder that is built into the docker daemon. With this
-    driver, the [`--load`](buildx_build.md#--load) flag is implied by default on
+    driver, the [`--load`](buildx_build.md#load) flag is implied by default on
     `buildx build`. However, building multi-platform images or exporting cache is
     not currently supported.
   - `docker-container` - Uses a buildkit container that will be spawned via docker.
     With this driver, both building multi-platform images and exporting cache are
     supported. However, images built will not automatically appear in `docker images`
-    (see [`build --load`](buildx_build.md#--load)).
+    (see [`build --load`](buildx_build.md#load)).
   - `kubernetes` - Uses a kubernetes pods. With this driver, you can spin up pods
     with defined buildkit container image to build your images.