diff --git a/docs/OV_Runtime_UG/Model_caching_overview.md b/docs/OV_Runtime_UG/Model_caching_overview.md
index 4947362b181..fa407853c07 100644
--- a/docs/OV_Runtime_UG/Model_caching_overview.md
+++ b/docs/OV_Runtime_UG/Model_caching_overview.md
@@ -47,7 +47,7 @@ If the device does not support import/export capability, cache is not created an
Depending on your device, total time for compiling model on application startup can be significantly reduced.
Also note that the very first `compile_model` (when cache is not yet created) takes slightly longer time to "export" the compiled blob into a cache file:
-![caching_enabled]
+
### Even faster: use compile_model(modelPath)
@@ -89,7 +89,7 @@ With model caching enabled, total load time is even smaller, if `read_model` is
@endsphinxdirective
-![caching_times]
+
### Advanced Examples
@@ -114,7 +114,4 @@ To check in advance if a particular device supports model caching, your applicat
> **NOTE**: For GPU, model caching is currently implemented as a preview feature. Before it is fully supported, kernel caching can be used in the same manner: by setting the CACHE_DIR configuration key to a folder where the cache should be stored (see the [GPU plugin documentation](supported_plugins/GPU.md)).
> To activate the preview feature of model caching, set the OV_GPU_CACHE_MODEL environment variable to 1.
-
-
-[caching_enabled]: ../img/caching_enabled.png
-[caching_times]: ../img/caching_times.png
+
diff --git a/docs/img/caching_enabled.png b/docs/img/caching_enabled.png
deleted file mode 100644
index 2cc080c118b..00000000000
--- a/docs/img/caching_enabled.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:ecf560b08b921da29d59a3c1f6332d092a0575dd00cf59806dc801c32a10790f
-size 120241
diff --git a/docs/img/caching_enabled.svg b/docs/img/caching_enabled.svg
new file mode 100644
index 00000000000..0690c0107ee
--- /dev/null
+++ b/docs/img/caching_enabled.svg
@@ -0,0 +1,1223 @@
+
+
diff --git a/docs/img/caching_times.png b/docs/img/caching_times.png
deleted file mode 100644
index fa67a63f3fc..00000000000
--- a/docs/img/caching_times.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:357483dd3460848e98489073cd9d58b5c8ada9ec3df4fbfd0956ba9e779f9c15
-size 79843
diff --git a/docs/img/caching_times.svg b/docs/img/caching_times.svg
new file mode 100644
index 00000000000..239f9bf9f03
--- /dev/null
+++ b/docs/img/caching_times.svg
@@ -0,0 +1,1144 @@
+
+