diff --git a/examples/recipes/Helsinki-NLP_opus-mt-fr-en/translation_fp16_decoder_config.json b/examples/recipes/Helsinki-NLP_opus-mt-fr-en/translation_fp16_decoder_config.json
new file mode 100644
index 000000000..417ef1ad0
--- /dev/null
+++ b/examples/recipes/Helsinki-NLP_opus-mt-fr-en/translation_fp16_decoder_config.json
@@ -0,0 +1,285 @@
+{
+  "export": {
+    "opset_version": 17,
+    "batch_size": 1,
+    "export_params": true,
+    "do_constant_folding": true,
+    "verbose": false,
+    "dynamo": false,
+    "enable_hierarchy_tags": true,
+    "clean_onnx": false,
+    "hierarchy_tag_format": "full",
+    "input_tensors": [
+      {
+        "name": "decoder_input_ids",
+        "dtype": "int32",
+        "shape": [
+          1,
+          1
+        ],
+        "value_range": [
+          0,
+          59514
+        ]
+      },
+      {
+        "name": "encoder_hidden_states",
+        "dtype": "float32",
+        "shape": [
+          1,
+          512,
+          512
+        ],
+        "value_range": [
+          0,
+          1
+        ]
+      },
+      {
+        "name": "attention_mask",
+        "dtype": "int64",
+        "shape": [
+          1,
+          512
+        ]
+      },
+      {
+        "name": "decoder_attention_mask",
+        "dtype": "int64",
+        "shape": [
+          1,
+          512
+        ]
+      },
+      {
+        "name": "cache_position",
+        "dtype": "int64",
+        "shape": [
+          1
+        ]
+      },
+      {
+        "name": "past_0_key",
+        "dtype": "float32",
+        "shape": [
+          1,
+          8,
+          512,
+          64
+        ],
+        "value_range": [
+          0,
+          1
+        ]
+      },
+      {
+        "name": "past_0_value",
+        "dtype": "float32",
+        "shape": [
+          1,
+          8,
+          512,
+          64
+        ],
+        "value_range": [
+          0,
+          1
+        ]
+      },
+      {
+        "name": "past_1_key",
+        "dtype": "float32",
+        "shape": [
+          1,
+          8,
+          512,
+          64
+        ],
+        "value_range": [
+          0,
+          1
+        ]
+      },
+      {
+        "name": "past_1_value",
+        "dtype": "float32",
+        "shape": [
+          1,
+          8,
+          512,
+          64
+        ],
+        "value_range": [
+          0,
+          1
+        ]
+      },
+      {
+        "name": "past_2_key",
+        "dtype": "float32",
+        "shape": [
+          1,
+          8,
+          512,
+          64
+        ],
+        "value_range": [
+          0,
+          1
+        ]
+      },
+      {
+        "name": "past_2_value",
+        "dtype": "float32",
+        "shape": [
+          1,
+          8,
+          512,
+          64
+        ],
+        "value_range": [
+          0,
+          1
+        ]
+      },
+      {
+        "name": "past_3_key",
+        "dtype": "float32",
+        "shape": [
+          1,
+          8,
+          512,
+          64
+        ],
+        "value_range": [
+          0,
+          1
+        ]
+      },
+      {
+        "name": "past_3_value",
+        "dtype": "float32",
+        "shape": [
+          1,
+          8,
+          512,
+          64
+        ],
+        "value_range": [
+          0,
+          1
+        ]
+      },
+      {
+        "name": "past_4_key",
+        "dtype": "float32",
+        "shape": [
+          1,
+          8,
+          512,
+          64
+        ],
+        "value_range": [
+          0,
+          1
+        ]
+      },
+      {
+        "name": "past_4_value",
+        "dtype": "float32",
+        "shape": [
+          1,
+          8,
+          512,
+          64
+        ],
+        "value_range": [
+          0,
+          1
+        ]
+      },
+      {
+        "name": "past_5_key",
+        "dtype": "float32",
+        "shape": [
+          1,
+          8,
+          512,
+          64
+        ],
+        "value_range": [
+          0,
+          1
+        ]
+      },
+      {
+        "name": "past_5_value",
+        "dtype": "float32",
+        "shape": [
+          1,
+          8,
+          512,
+          64
+        ],
+        "value_range": [
+          0,
+          1
+        ]
+      }
+    ],
+    "output_tensors": [
+      {
+        "name": "logits"
+      },
+      {
+        "name": "present_0_key"
+      },
+      {
+        "name": "present_0_value"
+      },
+      {
+        "name": "present_1_key"
+      },
+      {
+        "name": "present_1_value"
+      },
+      {
+        "name": "present_2_key"
+      },
+      {
+        "name": "present_2_value"
+      },
+      {
+        "name": "present_3_key"
+      },
+      {
+        "name": "present_3_value"
+      },
+      {
+        "name": "present_4_key"
+      },
+      {
+        "name": "present_4_value"
+      },
+      {
+        "name": "present_5_key"
+      },
+      {
+        "name": "present_5_value"
+      }
+    ]
+  },
+  "optim": {
+    "clamp_constant_values": true,
+    "gelu_fusion": true,
+    "matmul_add_fusion": true,
+    "remove_isnan_in_attention_mask": true
+  },
+  "quant": null,
+  "compile": null,
+  "loader": {
+    "task": "text2text-generation",
+    "model_class": "MarianDecoderWrapper",
+    "model_type": "marian"
+  }
+}
\ No newline at end of file
diff --git a/examples/recipes/Helsinki-NLP_opus-mt-fr-en/translation_fp16_encoder_config.json b/examples/recipes/Helsinki-NLP_opus-mt-fr-en/translation_fp16_encoder_config.json
new file mode 100644
index 000000000..b59e5fc9f
--- /dev/null
+++ b/examples/recipes/Helsinki-NLP_opus-mt-fr-en/translation_fp16_encoder_config.json
@@ -0,0 +1,57 @@
+{
+  "export": {
+    "opset_version": 17,
+    "batch_size": 1,
+    "export_params": true,
+    "do_constant_folding": true,
+    "verbose": false,
+    "dynamo": false,
+    "enable_hierarchy_tags": true,
+    "clean_onnx": false,
+    "hierarchy_tag_format": "full",
+    "input_tensors": [
+      {
+        "name": "input_ids",
+        "dtype": "int32",
+        "shape": [
+          1,
+          512
+        ],
+        "value_range": [
+          0,
+          59514
+        ]
+      },
+      {
+        "name": "attention_mask",
+        "dtype": "int32",
+        "shape": [
+          1,
+          512
+        ],
+        "value_range": [
+          0,
+          2
+        ]
+      }
+    ],
+    "output_tensors": [
+      {
+        "name": "encoder_hidden_states"
+      }
+    ]
+  },
+  "optim": {
+    "clamp_constant_values": true,
+    "gelu_fusion": true,
+    "matmul_add_fusion": true,
+    "remove_isnan_in_attention_mask": true
+  },
+  "quant": null,
+  "compile": null,
+  "loader": {
+    "task": "feature-extraction",
+    "model_class": "MarianEncoderWrapper",
+    "model_type": "marian"
+  }
+}
\ No newline at end of file
diff --git a/examples/recipes/README.md b/examples/recipes/README.md
index caaa2c15f..ccb644416 100644
--- a/examples/recipes/README.md
+++ b/examples/recipes/README.md
@@ -17,6 +17,7 @@ Each *(model, task)* includes:
 | Model | Task |
 |---|---|
 | BAAI/bge-large-en-v1.5 | sentence-similarity |
+| Helsinki-NLP/opus-mt-fr-en | translation |
 | cardiffnlp/twitter-roberta-base-sentiment-latest | text-classification |
 | deepset/roberta-base-squad2 | question-answering |
 | deepset/tinyroberta-squad2 | question-answering |