diff --git a/crates/wasmi/src/engine/bytecode/mod.rs b/crates/wasmi/src/engine/bytecode/mod.rs
index 2c0abd1b47..dbdd7ffb88 100644
--- a/crates/wasmi/src/engine/bytecode/mod.rs
+++ b/crates/wasmi/src/engine/bytecode/mod.rs
@@ -190,10 +190,6 @@ pub enum Instruction {
     F64ConvertI64S,
     F64ConvertI64U,
     F64PromoteF32,
-    I32ReinterpretF32,
-    I64ReinterpretF64,
-    F32ReinterpretI32,
-    F64ReinterpretI64,
     I32Extend8S,
     I32Extend16S,
     I64Extend8S,
diff --git a/crates/wasmi/src/engine/bytecode/tests.rs b/crates/wasmi/src/engine/bytecode/tests.rs
index aab74cacfd..3109644a3b 100644
--- a/crates/wasmi/src/engine/bytecode/tests.rs
+++ b/crates/wasmi/src/engine/bytecode/tests.rs
@@ -1,9 +1,10 @@
 use super::*;
+use core::mem::size_of;
 
 #[test]
 fn size_of_instruction() {
-    assert_eq!(core::mem::size_of::<Instruction>(), 16);
-    assert_eq!(core::mem::size_of::<DropKeep>(), 4);
-    assert_eq!(core::mem::size_of::<BranchParams>(), 8);
-    assert_eq!(core::mem::size_of::<BranchOffset>(), 4);
+    assert_eq!(size_of::<Instruction>(), 16);
+    assert_eq!(size_of::<DropKeep>(), 4);
+    assert_eq!(size_of::<BranchParams>(), 8);
+    assert_eq!(size_of::<BranchOffset>(), 4);
 }
diff --git a/crates/wasmi/src/engine/executor.rs b/crates/wasmi/src/engine/executor.rs
index 9e5a077844..4f899b0d37 100644
--- a/crates/wasmi/src/engine/executor.rs
+++ b/crates/wasmi/src/engine/executor.rs
@@ -248,10 +248,6 @@ impl<'ctx, 'engine, 'func, HostData> Executor<'ctx, 'engine, 'func, HostData> {
                 Instr::F64ConvertI64S => self.visit_f64_convert_i64(),
                 Instr::F64ConvertI64U => self.visit_f64_convert_u64(),
                 Instr::F64PromoteF32 => self.visit_f64_promote_f32(),
-                Instr::I32ReinterpretF32 => self.visit_i32_reinterpret_f32(),
-                Instr::I64ReinterpretF64 => self.visit_i64_reinterpret_f64(),
-                Instr::F32ReinterpretI32 => self.visit_f32_reinterpret_i32(),
-                Instr::F64ReinterpretI64 => self.visit_f64_reinterpret_i64(),
                 Instr::I32TruncSatF32S => self.visit_i32_trunc_sat_f32(),
                 Instr::I32TruncSatF32U => self.visit_u32_trunc_sat_f32(),
                 Instr::I32TruncSatF64S => self.visit_i32_trunc_sat_f64(),
@@ -446,15 +442,6 @@ impl<'ctx, 'engine, 'func, HostData> Executor<'ctx, 'engine, 'func, HostData> {
         Ok(())
     }
 
-    fn execute_reinterpret<T, U>(&mut self)
-    where
-        UntypedValue: From<U>,
-        T: From<UntypedValue>,
-    {
-        // Nothing to do for `wasmi` bytecode.
-        self.next_instr()
-    }
-
     fn next_instr(&mut self) {
         self.ip_add(1)
     }
@@ -1234,22 +1221,6 @@ impl<'ctx, 'engine, 'func, HostData> Executor<'ctx, 'engine, 'func, HostData> {
         self.execute_unary(UntypedValue::f64_promote_f32)
     }
 
-    fn visit_i32_reinterpret_f32(&mut self) {
-        self.execute_reinterpret::<F32, i32>()
-    }
-
-    fn visit_i64_reinterpret_f64(&mut self) {
-        self.execute_reinterpret::<F64, i64>()
-    }
-
-    fn visit_f32_reinterpret_i32(&mut self) {
-        self.execute_reinterpret::<i32, F32>()
-    }
-
-    fn visit_f64_reinterpret_i64(&mut self) {
-        self.execute_reinterpret::<i64, F64>()
-    }
-
     fn visit_i32_sign_extend8(&mut self) {
         self.execute_unary(UntypedValue::i32_extend8_s)
     }
diff --git a/crates/wasmi/src/engine/func_builder/mod.rs b/crates/wasmi/src/engine/func_builder/mod.rs
index 7758b95955..2a230a32dc 100644
--- a/crates/wasmi/src/engine/func_builder/mod.rs
+++ b/crates/wasmi/src/engine/func_builder/mod.rs
@@ -1903,40 +1903,41 @@ impl<'parser> FuncBuilder<'parser> {
         self.translate_conversion(ValueType::F32, ValueType::F64, Instruction::F64PromoteF32)
     }
 
+    /// Translate a Wasm reinterpret instruction.
+    ///
+    /// Since `wasmi` bytecode is untyped those reinterpret
+    /// instructions from Wasm are simply dropped from codegen.
+    ///
+    /// - `i32.reinterpret_f32`
+    /// - `i64.reinterpret_f64`
+    /// - `f32.reinterpret_i32`
+    /// - `f64.reinterpret_i64`
+    pub fn translate_reinterpret(
+        &mut self,
+        _input_type: ValueType,
+        _output_type: ValueType,
+    ) -> Result<(), TranslationError> {
+        Ok(())
+    }
+
     /// Translate a Wasm `i32.reinterpret_f32` instruction.
     pub fn translate_i32_reinterpret_f32(&mut self) -> Result<(), TranslationError> {
-        self.translate_conversion(
-            ValueType::F32,
-            ValueType::I32,
-            Instruction::I32ReinterpretF32,
-        )
+        self.translate_reinterpret(ValueType::F32, ValueType::I32)
     }
 
     /// Translate a Wasm `i64.reinterpret_f64` instruction.
     pub fn translate_i64_reinterpret_f64(&mut self) -> Result<(), TranslationError> {
-        self.translate_conversion(
-            ValueType::F64,
-            ValueType::I64,
-            Instruction::I64ReinterpretF64,
-        )
+        self.translate_reinterpret(ValueType::F64, ValueType::I64)
     }
 
     /// Translate a Wasm `f32.reinterpret_i32` instruction.
     pub fn translate_f32_reinterpret_i32(&mut self) -> Result<(), TranslationError> {
-        self.translate_conversion(
-            ValueType::I32,
-            ValueType::F32,
-            Instruction::F32ReinterpretI32,
-        )
+        self.translate_reinterpret(ValueType::I32, ValueType::F32)
     }
 
     /// Translate a Wasm `f64.reinterpret_i64` instruction.
     pub fn translate_f64_reinterpret_i64(&mut self) -> Result<(), TranslationError> {
-        self.translate_conversion(
-            ValueType::I64,
-            ValueType::F64,
-            Instruction::F64ReinterpretI64,
-        )
+        self.translate_reinterpret(ValueType::I64, ValueType::F64)
     }
 
     /// Translate a Wasm `i32.extend_8s` instruction.