diff --git a/pkgs/by-name/ol/ollama/package.nix b/pkgs/by-name/ol/ollama/package.nix
index e726239a2386..31edc28dc8fa 100644
--- a/pkgs/by-name/ol/ollama/package.nix
+++ b/pkgs/by-name/ol/ollama/package.nix
@@ -32,13 +32,13 @@
 let
   pname = "ollama";
   # don't forget to invalidate all hashes each update
-  version = "0.1.48";
+  version = "0.2.1";
 
   src = fetchFromGitHub {
     owner = "ollama";
     repo = "ollama";
     rev = "v${version}";
-    hash = "sha256-rMStHUFC88TXIH/1c9bCOU0csnEZHOhWKBlLKarmCmE=";
+    hash = "sha256-hzB/sS+6vsMuJfCPZucTQerytnq+TBzTtiWwwd+H+bE=";
     fetchSubmodules = true;
   };
 
@@ -48,13 +48,15 @@ let
   # `ollama/llm/generate/gen_common.sh` -> "apply temporary patches until fix is upstream"
   # each update, these patches should be synchronized with the contents of `ollama/llm/patches/`
   llamacppPatches = [
-    (preparePatch "01-load-progress.diff" "sha256-K4GryCH/1cl01cyxaMLX3m4mTE79UoGwLMMBUgov+ew=")
+    (preparePatch "01-load-progress.diff" "sha256-UTmnBS5hQjIL3eXDZc8RBDNJunLlkqJWH20LpXNiGRQ=")
     (preparePatch "02-clip-log.diff" "sha256-rMWbl3QgrPlhisTeHwD7EnGRJyOhLB4UeS7rqa0tdXM=")
-    (preparePatch "03-load_exception.diff" "sha256-0XfMtMyg17oihqSFDBakBtAF0JwhsR188D+cOodgvDk=")
-    (preparePatch "04-metal.diff" "sha256-Ne8J9R8NndUosSK0qoMvFfKNwqV5xhhce1nSoYrZo7Y=")
-    (preparePatch "05-default-pretokenizer.diff" "sha256-JnCmFzAkmuI1AqATG3jbX7nGIam4hdDKqqbG5oh7h70=")
-    (preparePatch "06-qwen2.diff" "sha256-nMtoAQUsjYuJv45uTlz8r/K1oF5NUsc75SnhgfSkE30=")
-    (preparePatch "07-gemma.diff" "sha256-dKJrRvg/XC6xtwxLHZ7lFkLNMwT8Ugmd5xRPuKQDXvU=")
+    (preparePatch "03-load_exception.diff" "sha256-NJkT/k8Mf8HcEMb0XkaLmyUNKV3T+384JRPnmwDI/sk=")
+    (preparePatch "04-metal.diff" "sha256-bPBCfoT3EjZPjWKfCzh0pnCUbM/fGTj37yOaQr+QxQ4=")
+    (preparePatch "05-default-pretokenizer.diff" "sha256-50+mzQBQZmYEhYvARHw/dliH0M/gDOYm2uy/yJupDF4=")
+    (preparePatch "06-qwen2.diff" "sha256-FdDqEIblPy47z3yavKUnaV93Yk+3oboEzj4vHq+R66M=")
+    (preparePatch "07-embeddings.diff" "sha256-lqg2SI0OapD9LCoAG6MJW6HIHXEmCTv7P75rE9yq/Mo=")
+    (preparePatch "08-clip-unicode.diff" "sha256-1qMJoXhDewxsqPbmi+/7xILQfGaybZDyXc5eH0winL8=")
+    (preparePatch "09-pooling.diff" "sha256-7meKWbr06lbVrtxau0AU9BwJ88Z9svwtDXhmHI+hYBk=")
   ];
 
   preparePatch = patch: hash: fetchpatch {