diff --git a/tsl/platform/BUILD b/tsl/platform/BUILD
index eb208e6ef..9f3b13524 100644
--- a/tsl/platform/BUILD
+++ b/tsl/platform/BUILD
@@ -985,6 +985,7 @@ cc_library(
     deps = [
         "@ml_dtypes//:float8",
         "@ml_dtypes//:intn",
+        "@ml_dtypes//:mxfloat",
     ],
 )
 
diff --git a/tsl/platform/ml_dtypes.h b/tsl/platform/ml_dtypes.h
index a6a1b56af..a03fa0244 100644
--- a/tsl/platform/ml_dtypes.h
+++ b/tsl/platform/ml_dtypes.h
@@ -18,8 +18,10 @@ limitations under the License.
 
 #include "ml_dtypes/include/float8.h"  // from @ml_dtypes
 #include "ml_dtypes/include/intn.h"  // from @ml_dtypes
+#include "ml_dtypes/include/mxfloat.h"  // from @ml_dtypes
 
 namespace tsl {
+using float4_e2m1fn = ::ml_dtypes::float4_e2m1fn;
 using float8_e3m4 = ::ml_dtypes::float8_e3m4;
 using float8_e4m3 = ::ml_dtypes::float8_e4m3;
 using float8_e4m3fn = ::ml_dtypes::float8_e4m3fn;
@@ -27,6 +29,7 @@ using float8_e4m3fnuz = ::ml_dtypes::float8_e4m3fnuz;
 using float8_e4m3b11fnuz = ::ml_dtypes::float8_e4m3b11fnuz;
 using float8_e5m2 = ::ml_dtypes::float8_e5m2;
 using float8_e5m2fnuz = ::ml_dtypes::float8_e5m2fnuz;
+using float8_e8m0fnu = ::ml_dtypes::float8_e8m0fnu;
 
 using int1 = ::ml_dtypes::int1;
 using uint1 = ::ml_dtypes::uint1;