diff --git a/README.org b/README.org
index 20139ebe..be0865fe 100644
--- a/README.org
+++ b/README.org
@@ -100,7 +100,7 @@
     #+end_src
 
 ** Acknowledgments
-   - [[https://huggingface.co/sentence-transformers/msmarco-MiniLM-L-6-v3][MiniLM Model]] for Asymmetric Text Search. See [[https://www.sbert.net/examples/applications/retrieve_rerank/README.html][SBert Documentation]]
+   - [[https://huggingface.co/sentence-transformers/multi-qa-MiniLM-L6-cos-v1][Multi-QA MiniLM Model]] for Asymmetric Text Search. See [[https://www.sbert.net/examples/applications/retrieve_rerank/README.html][SBert Documentation]]
    - [[https://github.com/openai/CLIP][OpenAI CLIP Model]] for Image Search. See [[https://www.sbert.net/examples/applications/image-search/README.html][SBert Documentation]]
    - Charles Cave for [[http://members.optusnet.com.au/~charles57/GTD/orgnode.html][OrgNode Parser]]
    - Sven Marnach for [[https://github.com/smarnach/pyexiftool/blob/master/exiftool.py][PyExifTool]]
diff --git a/config/sample_config.yml b/config/sample_config.yml
index 225ea33f..e743a399 100644
--- a/config/sample_config.yml
+++ b/config/sample_config.yml
@@ -33,7 +33,7 @@ search-type:
     model_directory: "/data/models/symmetric"
 
   asymmetric:
-    encoder: "sentence-transformers/msmarco-MiniLM-L-6-v3"
+    encoder: "sentence-transformers/multi-qa-MiniLM-L6-cos-v1"
     cross-encoder: "cross-encoder/ms-marco-MiniLM-L-6-v2"
     model_directory: "/data/models/asymmetric"
 
diff --git a/src/utils/cli.py b/src/utils/cli.py
index 505628a5..a2d19f1c 100644
--- a/src/utils/cli.py
+++ b/src/utils/cli.py
@@ -85,7 +85,7 @@ default_config = {
         },
          'asymmetric':
         {
-            'encoder': "sentence-transformers/msmarco-MiniLM-L-6-v3",
+            'encoder': "sentence-transformers/multi-qa-MiniLM-L6-cos-v1",
             'cross-encoder': "cross-encoder/ms-marco-MiniLM-L-6-v2",
             'model_directory': None
         },
diff --git a/tests/conftest.py b/tests/conftest.py
index 7d9adfaa..a0b07a63 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -20,7 +20,7 @@ def search_config(tmp_path_factory):
     )
 
     search_config.asymmetric = AsymmetricSearchConfig(
-        encoder = "sentence-transformers/msmarco-MiniLM-L-6-v3",
+        encoder = "sentence-transformers/multi-qa-MiniLM-L6-cos-v1",
         cross_encoder = "cross-encoder/ms-marco-MiniLM-L-6-v2",
         model_directory = model_dir
     )
diff --git a/tests/data/notes/main_readme.org b/tests/data/notes/main_readme.org
index 3e0b479d..d343288a 100644
--- a/tests/data/notes/main_readme.org
+++ b/tests/data/notes/main_readme.org
@@ -42,6 +42,6 @@
      #+end_src
 
 ** Acknowledgments
-   - [[https://huggingface.co/sentence-transformers/msmarco-MiniLM-L-6-v3][MiniLM Model]] for Asymmetric Text Search. See [[https://www.sbert.net/examples/applications/retrieve_rerank/README.html][SBert Documentation]]
+   - [[https://huggingface.co/sentence-transformers/multi-qa-MiniLM-L6-cos-v1][MiniLM Model]] for Asymmetric Text Search. See [[https://www.sbert.net/examples/applications/retrieve_rerank/README.html][SBert Documentation]]
    - [[https://github.com/openai/CLIP][OpenAI CLIP Model]] for Image Search. See [[https://www.sbert.net/examples/applications/image-search/README.html][SBert Documentation]]
    - Charles Cave for [[http://members.optusnet.com.au/~charles57/GTD/orgnode.html][OrgNode Parser]]