diff --git a/qdrant-landing/content/articles/what-is-a-vector-database.md b/qdrant-landing/content/articles/what-is-a-vector-database.md
index 693082c38..90288a824 100644
--- a/qdrant-landing/content/articles/what-is-a-vector-database.md
+++ b/qdrant-landing/content/articles/what-is-a-vector-database.md
@@ -153,7 +153,7 @@ client.create_collection(
 )
 ```
 
-For other configurations like `hnsw_config.on_disk` or `memmap_threshold_kb`, see the Qdrant documentation for [Storage.](https://qdrant.tech/documentation/concepts/storage/)
+For other configurations like `hnsw_config.on_disk` or `memmap_threshold`, see the Qdrant documentation for [Storage.](https://qdrant.tech/documentation/concepts/storage/)
 
 ### SDKs
 
diff --git a/qdrant-landing/content/documentation/concepts/optimizer.md b/qdrant-landing/content/documentation/concepts/optimizer.md
index ba8590da9..9e2a71766 100644
--- a/qdrant-landing/content/documentation/concepts/optimizer.md
+++ b/qdrant-landing/content/documentation/concepts/optimizer.md
@@ -82,7 +82,7 @@ storage:
     # Memmap storage is disabled by default, to enable it, set this threshold to a reasonable value.
     # To disable memmap storage, set this to `0`.
     # Note: 1Kb = 1 vector of size 256
-    memmap_threshold_kb: 200000
+    memmap_threshold: 200000
 
     # Maximum size (in kilobytes) of vectors allowed for plain index, exceeding this threshold will enable vector indexing
     # Default value is 20,000, based on <https://github.com/google-research/google-research/blob/master/scann/docs/algorithms.md>.
diff --git a/qdrant-landing/content/documentation/concepts/storage.md b/qdrant-landing/content/documentation/concepts/storage.md
index 755a7b9d2..81048b447 100644
--- a/qdrant-landing/content/documentation/concepts/storage.md
+++ b/qdrant-landing/content/documentation/concepts/storage.md
@@ -157,11 +157,11 @@ This will create a collection with all vectors immediately stored in memmap stor
 This is the recommended way, in case your Qdrant instance operates with fast disks and you are working with large collections.
 
 
-- Set up `memmap_threshold_kb` option (deprecated). This option will set the threshold after which the segment will be converted to memmap storage.
+- Set up `memmap_threshold` option. This option will set the threshold after which the segment will be converted to memmap storage.
 
 There are two ways to do this:
 
-1. You can set the threshold globally in the [configuration file](/documentation/guides/configuration/). The parameter is called `memmap_threshold_kb`.
+1. You can set the threshold globally in the [configuration file](/documentation/guides/configuration/). The parameter is called `memmap_threshold` (previously `memmap_threshold_kb`).
 2. You can set the threshold for each collection separately during [creation](/documentation/concepts/collections/#create-collection) or [update](/documentation/concepts/collections/#update-collection-parameters).
 
 ```http
diff --git a/qdrant-landing/content/documentation/guides/configuration.md b/qdrant-landing/content/documentation/guides/configuration.md
index d2f8e163d..657d593b1 100644
--- a/qdrant-landing/content/documentation/guides/configuration.md
+++ b/qdrant-landing/content/documentation/guides/configuration.md
@@ -251,8 +251,8 @@ storage:
     # To enable memmap storage, lower the threshold
     # Note: 1Kb = 1 vector of size 256
     # To explicitly disable mmap optimization, set to `0`.
-    # If not set, will be disabled by default.
-    memmap_threshold_kb: null
+    # If not set, will be disabled by default. Previously this was calles memmap_threshold_kb.
+    memmap_threshold: null
 
     # Maximum size (in KiloBytes) of vectors allowed for plain index.
     # Default value based on https://github.com/google-research/google-research/blob/master/scann/docs/algorithms.md
@@ -277,7 +277,7 @@ storage:
   #  vacuum_min_vector_number: 1000
   #  default_segment_number: 0
   #  max_segment_size_kb: null
-  #  memmap_threshold_kb: null
+  #  memmap_threshold: null
   #  indexing_threshold_kb: 20000
   #  flush_interval_sec: 5
   #  max_optimization_threads: null
diff --git a/qdrant-landing/content/documentation/tutorials/bulk-upload.md b/qdrant-landing/content/documentation/tutorials/bulk-upload.md
index 27c20cc05..2a7d35a9a 100644
--- a/qdrant-landing/content/documentation/tutorials/bulk-upload.md
+++ b/qdrant-landing/content/documentation/tutorials/bulk-upload.md
@@ -110,7 +110,7 @@ memmaps may be enabled on a per-vector basis using the `on_disk` parameter. This
 will store vector data directly on disk at all times. It is suitable for
 ingesting a large amount of data, essential for the billion scale benchmark.
 
-Using `memmap_threshold_kb` is not recommended in this case. It would require
+Using `memmap_threshold` is not recommended in this case. It would require
 the [optimizer](/documentation/concepts/optimizer/) to constantly
 transform in-memory segments into memmap segments on disk. This process is
 slower, and the optimizer can be a bottleneck when ingesting a large amount of