diff --git a/mlir/include/mlir/IR/OperationSupport.h b/mlir/include/mlir/IR/OperationSupport.h
--- a/mlir/include/mlir/IR/OperationSupport.h
+++ b/mlir/include/mlir/IR/OperationSupport.h
@@ -1160,6 +1160,9 @@
   /// Return if the printer should print users of values.
   bool shouldPrintValueUsers() const;
 
+  /// Return if the printer should print the value of resources.
+  bool shouldPrintResourceValues() const;
+
 private:
   /// Elide large elements attributes if the number of elements is larger than
   /// the upper limit.
@@ -1183,6 +1186,9 @@
 
   /// Print users of values.
   bool printValueUsersFlag : 1;
+
+  /// Whether to print the value of resources.
+  bool disablePrintResourceValuesFlag : 1;
 };
 
 //===----------------------------------------------------------------------===//
diff --git a/mlir/lib/IR/AsmPrinter.cpp b/mlir/lib/IR/AsmPrinter.cpp
--- a/mlir/lib/IR/AsmPrinter.cpp
+++ b/mlir/lib/IR/AsmPrinter.cpp
@@ -168,6 +168,11 @@
       "mlir-print-value-users", llvm::cl::init(false),
       llvm::cl::desc(
           "Print users of operation results and block arguments as a comment")};
+
+  llvm::cl::opt<bool> disablePrintingResourceValues{
+      "mlir-disable-printing-resource-values", llvm::cl::init(false),
+      llvm::cl::desc(
+          "Whether to elide the printing of the value of resources")};
 };
 } // namespace
 
@@ -197,6 +202,7 @@
   assumeVerifiedFlag = clOptions->assumeVerifiedOpt;
   printLocalScope = clOptions->printLocalScopeOpt;
   printValueUsersFlag = clOptions->printValueUsers;
+  disablePrintResourceValuesFlag = clOptions->disablePrintingResourceValues;
 }
 
 /// Enable the elision of large elements attributes, by printing a '...'
@@ -293,6 +299,11 @@
   return printValueUsersFlag;
 }
 
+/// Return if the printer should print the value of resources.
+bool OpPrintingFlags::shouldPrintResourceValues() const {
+  return !disablePrintResourceValuesFlag;
+}
+
 /// Returns true if an ElementsAttr with the given number of elements should be
 /// printed with hex.
 static bool shouldPrintElementsAttrWithHex(int64_t numElements) {
@@ -3192,7 +3203,11 @@
       }
 
       os << "      " << key << ": ";
-      valueFn(os);
+
+      if (printerFlags.shouldPrintResourceValues())
+        valueFn(os);
+      else
+        os << "\"__elided__\"";
     };
     ResourceBuilder entryBuilder(*this, printFn);
     provider.buildResources(op, providerArgs..., entryBuilder);
diff --git a/mlir/test/IR/pretty-resources-print.mlir b/mlir/test/IR/pretty-resources-print.mlir
new file mode 100644
--- /dev/null
+++ b/mlir/test/IR/pretty-resources-print.mlir
@@ -0,0 +1,48 @@
+// Check printing with --mlir-disable-printing-resource-values elides printing resources
+
+// RUN: mlir-opt %s --mlir-disable-printing-resource-values| FileCheck %s
+
+// To ensure we print the resource keys, have reference to them
+// CHECK: attr = dense_resource<blob1> : tensor<3xi64>
+"test.blob1op"() {attr = dense_resource<blob1> : tensor<3xi64> } : () -> ()
+
+// CHECK-NEXT: attr = dense_resource<blob2> : tensor<3xi64>
+"test.blob2op"() {attr = dense_resource<blob2> : tensor<3xi64> } : () -> ()
+
+// CHECK:      {-#
+// CHECK-NEXT:   dialect_resources: {
+// CHECK-NEXT:     builtin: {
+// CHECK-NEXT:       blob1: "__elided__",
+// CHECK-NEXT:       blob2: "__elided__"
+// CHECK-NEXT:     }
+// CHECK-NEXT:   },
+// CHECK-NEXT:   external_resources: {
+// CHECK-NEXT:     external: {
+// CHECK-NEXT:       blob: "__elided__",
+// CHECK-NEXT:       bool: "__elided__",
+// CHECK-NEXT:       string: "__elided__"
+// CHECK-NEXT:     },
+// CHECK-NEXT:     other_stuff: {
+// CHECK-NEXT:       bool: "__elided__"
+// CHECK-NEXT:     }
+// CHECK-NEXT:   }
+// CHECK-NEXT: #-}
+
+{-#
+  dialect_resources: {
+    builtin: {
+      blob1: "0x08000000010000000000000002000000000000000300000000000000",
+      blob2: "0x08000000040000000000000005000000000000000600000000000000"
+    }
+  },
+  external_resources: {
+    external: {
+      blob: "0x08000000010000000000000002000000000000000300000000000000",
+      bool: true,
+      string: "string"
+    },
+    other_stuff: {
+      bool: true
+    }
+  }
+#-}