diff --git a/third_party/py/ml_dtypes/ml_dtypes.BUILD b/third_party/py/ml_dtypes/ml_dtypes.BUILD
index 6d2bf5cdb38867..15d82868898336 100644
--- a/third_party/py/ml_dtypes/ml_dtypes.BUILD
+++ b/third_party/py/ml_dtypes/ml_dtypes.BUILD
@@ -38,7 +38,7 @@ pybind_extension(
         "_src/common.h",
         "_src/custom_float.h",
         "_src/dtypes.cc",
-        "_src/int4_numpy.h",
+        "_src/intn_numpy.h",
         "_src/numpy.cc",
         "_src/numpy.h",
         "_src/ufuncs.h",
diff --git a/third_party/py/ml_dtypes/workspace.bzl b/third_party/py/ml_dtypes/workspace.bzl
index 51505bf3a1460d..871c2890b5413e 100644
--- a/third_party/py/ml_dtypes/workspace.bzl
+++ b/third_party/py/ml_dtypes/workspace.bzl
@@ -7,8 +7,8 @@ float8 varieties, and int4.
 load("//third_party:repo.bzl", "tf_http_archive", "tf_mirror_urls")
 
 def repo():
-    ML_DTYPES_COMMIT = "24084d9ed2c3d45bf83b7a9bff833aa185bf9172"
-    ML_DTYPES_SHA256 = "c916a3e6b3d9bdcb476f506fdbbecb6d5e9f21f82f221dfcb42b320b4e85e55a"
+    ML_DTYPES_COMMIT = "6f02f77c4fa624d8b467c36d1d959a9b49b07900"
+    ML_DTYPES_SHA256 = "c5b421a3b8549c020582b9be5e9edf8bb6e9d4284cbd44b0babe6640b4af18da"
     tf_http_archive(
         name = "ml_dtypes",
         build_file = "//third_party/py/ml_dtypes:ml_dtypes.BUILD",
diff --git a/third_party/tsl/third_party/py/ml_dtypes/ml_dtypes.BUILD b/third_party/tsl/third_party/py/ml_dtypes/ml_dtypes.BUILD
index 6d2bf5cdb38867..15d82868898336 100644
--- a/third_party/tsl/third_party/py/ml_dtypes/ml_dtypes.BUILD
+++ b/third_party/tsl/third_party/py/ml_dtypes/ml_dtypes.BUILD
@@ -38,7 +38,7 @@ pybind_extension(
         "_src/common.h",
         "_src/custom_float.h",
         "_src/dtypes.cc",
-        "_src/int4_numpy.h",
+        "_src/intn_numpy.h",
         "_src/numpy.cc",
         "_src/numpy.h",
         "_src/ufuncs.h",
diff --git a/third_party/tsl/third_party/py/ml_dtypes/workspace.bzl b/third_party/tsl/third_party/py/ml_dtypes/workspace.bzl
index 51505bf3a1460d..871c2890b5413e 100644
--- a/third_party/tsl/third_party/py/ml_dtypes/workspace.bzl
+++ b/third_party/tsl/third_party/py/ml_dtypes/workspace.bzl
@@ -7,8 +7,8 @@ float8 varieties, and int4.
 load("//third_party:repo.bzl", "tf_http_archive", "tf_mirror_urls")
 
 def repo():
-    ML_DTYPES_COMMIT = "24084d9ed2c3d45bf83b7a9bff833aa185bf9172"
-    ML_DTYPES_SHA256 = "c916a3e6b3d9bdcb476f506fdbbecb6d5e9f21f82f221dfcb42b320b4e85e55a"
+    ML_DTYPES_COMMIT = "6f02f77c4fa624d8b467c36d1d959a9b49b07900"
+    ML_DTYPES_SHA256 = "c5b421a3b8549c020582b9be5e9edf8bb6e9d4284cbd44b0babe6640b4af18da"
     tf_http_archive(
         name = "ml_dtypes",
         build_file = "//third_party/py/ml_dtypes:ml_dtypes.BUILD",