diff --git a/docs/tutorials/accelerate-pytorch/pytorch.md b/docs/tutorials/accelerate-pytorch/pytorch.md
index 79777eeb60..10c09f98bb 100644
--- a/docs/tutorials/accelerate-pytorch/pytorch.md
+++ b/docs/tutorials/accelerate-pytorch/pytorch.md
@@ -19,4 +19,11 @@ ONNX Runtime can be used to accelerate PyTorch models inferencing.
 ## Accelerate PyTorch model inferencing
 {: .no_toc }
 
+### BERT
+* [Accelerate BERT model on CPU](https://github.com/microsoft/onnxruntime/blob/master/onnxruntime/python/tools/transformers/notebooks/PyTorch_Bert-Squad_OnnxRuntime_CPU.ipynb)
+* [Accelerate BERT model on GPU](https://github.com/microsoft/onnxruntime/blob/master/onnxruntime/python/tools/transformers/notebooks/PyTorch_Bert-Squad_OnnxRuntime_GPU.ipynb)
 * [Accelerate reduced size BERT model through quantization](https://github.com/microsoft/onnxruntime-inference-examples/blob/main/quantization/notebooks/bert/Bert-GLUE_OnnxRuntime_quantization.ipynb)
+
+### GPT-2
+* [Accelerate GPT2 on CPU](https://github.com/microsoft/onnxruntime/blob/master/onnxruntime/python/tools/transformers/notebooks/Inference_GPT2_with_OnnxRuntime_on_CPU.ipynb)
+* [Accelerate GPT2 (with one step search) on CPU](https://github.com/microsoft/onnxruntime/blob/master/onnxruntime/python/tools/transformers/notebooks/Inference_GPT2-OneStepSearch_OnnxRuntime_CPU.ipynb)
diff --git a/docs/tutorials/tensorflow.md b/docs/tutorials/tensorflow.md
index 2ffc5f70bf..f4dab10b14 100644
--- a/docs/tutorials/tensorflow.md
+++ b/docs/tutorials/tensorflow.md
@@ -23,13 +23,9 @@ These examples use the [TensorFlow-ONNX converter](https://github.com/onnx/tenso
 * [TensorFlow: Image classification (efficientnet-edge)](https://github.com/onnx/tensorflow-onnx/blob/master/tutorials/efficientnet-edge.ipynb)
 * [TensorFlow: Image classification (efficientnet-lite)](https://github.com/onnx/tensorflow-onnx/blob/master/tutorials/efficientnet-lite.ipynb)
 * [TensorFlow: Natural Language Processing (BERT)](https://github.com/onnx/tensorflow-onnx/blob/master/tutorials/BertTutorial.ipynb)
+* [TensorFlow: Accelerate BERT model](https://github.com/microsoft/onnxruntime/blob/master/onnxruntime/python/tools/transformers/notebooks/Tensorflow_Tf2onnx_Bert-Squad_OnnxRuntime_CPU.ipynb)
 * [Keras: Image classification (Resnet 50)](https://github.com/onnx/tensorflow-onnx/blob/master/tutorials/keras-resnet50.ipynb)
 
 ### TFLite
 {: .no_toc }
 * [TFLite: Image classifciation (mobiledet)](https://github.com/onnx/tensorflow-onnx/blob/master/tutorials/mobiledet-tflite.ipynb)
-
-## Accelerate TensorFlow model inferencing
-{: .no_toc }
-* [Accelerate BERT model on CPU](https://github.com/microsoft/onnxruntime/blob/master/onnxruntime/python/tools/transformers/notebooks/PyTorch_Bert-Squad_OnnxRuntime_CPU.ipynb)
-* [Accelerate BERT model on GPU](https://github.com/microsoft/onnxruntime/blob/master/onnxruntime/python/tools/transformers/notebooks/PyTorch_Bert-Squad_OnnxRuntime_GPU.ipynb)
\ No newline at end of file