diff --git a/docs/source/exporters/onnx/overview.mdx b/docs/source/exporters/onnx/overview.mdx
index e70e8afa84..2c075d02f8 100644
--- a/docs/source/exporters/onnx/overview.mdx
+++ b/docs/source/exporters/onnx/overview.mdx
@@ -41,6 +41,7 @@ Supported architectures:
 - Donut-Swin
 - Electra
 - Flaubert
+- Funnel
 - GPT-2
 - GPT-BigCode
 - GPT-J
diff --git a/optimum/exporters/onnx/model_configs.py b/optimum/exporters/onnx/model_configs.py
index 0d4202fd74..277cae2a29 100644
--- a/optimum/exporters/onnx/model_configs.py
+++ b/optimum/exporters/onnx/model_configs.py
@@ -1330,3 +1330,8 @@ def generate_dummy_inputs_for_validation(
             reference_model_inputs["encoder_hidden_states"] = reference_model_inputs.pop("encoder_outputs")[0]
 
         return super().generate_dummy_inputs_for_validation(reference_model_inputs)
+
+
+class FunnelTransformerOnnxConfig(BertOnnxConfig):
+    DEFAULT_ONNX_OPSET = 12
+    pass
diff --git a/optimum/exporters/tasks.py b/optimum/exporters/tasks.py
index 54a36f06e9..20f1cf7517 100644
--- a/optimum/exporters/tasks.py
+++ b/optimum/exporters/tasks.py
@@ -507,6 +507,15 @@ class TasksManager:
             onnx="FlaubertOnnxConfig",
             tflite="FlaubertTFLiteConfig",
         ),
+        "funnel": supported_tasks_mapping(
+            "feature-extraction",
+            "text-classification",
+            "token-classification",
+            "multiple-choice",
+            "fill-mask",
+            "question-answering",
+            onnx="FunnelTransformerOnnxConfig",
+        ),
         "gpt2": supported_tasks_mapping(
             "feature-extraction",
             "feature-extraction-with-past",
diff --git a/optimum/utils/normalized_config.py b/optimum/utils/normalized_config.py
index 6da01ff8de..1dddf3bf44 100644
--- a/optimum/utils/normalized_config.py
+++ b/optimum/utils/normalized_config.py
@@ -246,6 +246,7 @@ class NormalizedConfigManager:
         "yolos": NormalizedVisionConfig,
         "mpt": MPTNormalizedTextConfig,
         "gpt_bigcode": GPTBigCodeNormalizedTextConfig,
+        "funnel": NormalizedTextConfig,
     }
 
     @classmethod
diff --git a/tests/exporters/exporters_utils.py b/tests/exporters/exporters_utils.py
index ab4ce97b75..c55855d278 100644
--- a/tests/exporters/exporters_utils.py
+++ b/tests/exporters/exporters_utils.py
@@ -56,6 +56,7 @@
     "distilbert": "hf-internal-testing/tiny-random-DistilBertModel",
     "electra": "hf-internal-testing/tiny-random-ElectraModel",
     "flaubert": "hf-internal-testing/tiny-random-flaubert",
+    "funnel": "hf-internal-testing/tiny-random-funnel",
     "gpt2": "hf-internal-testing/tiny-random-gpt2",
     "gpt-bigcode": "hf-internal-testing/tiny-random-GPTBigCodeModel",
     "gpt-neo": "hf-internal-testing/tiny-random-GPTNeoModel",
@@ -173,6 +174,7 @@
     "distilbert": "distilbert-base-cased",
     "electra": "google/electra-base-generator",
     "flaubert": "hf-internal-testing/tiny-random-flaubert",  # TODO
+    "funnel": "funnel-transformer/large",
     "gpt2": "gpt2",
     "gpt-neo": "EleutherAI/gpt-neo-125M",
     "gpt-neox": "EleutherAI/gpt-neox-20b",
diff --git a/tests/onnxruntime/test_modeling.py b/tests/onnxruntime/test_modeling.py
index ab39351319..ec4dece25b 100644
--- a/tests/onnxruntime/test_modeling.py
+++ b/tests/onnxruntime/test_modeling.py
@@ -1847,6 +1847,7 @@ class ORTModelForMultipleChoiceIntegrationTest(ORTModelTestMixin):
         "distilbert",
         "electra",
         "flaubert",
+        "funnel",
         "ibert",
         "mobilebert",
         "nystromformer",