From 3d29af7c02ecf8675cd68ffb5fc0ba0c00f0d479 Mon Sep 17 00:00:00 2001
From: Esha Lakhotia <72316944+eshalakhotia@users.noreply.github.com>
Date: Tue, 5 Sep 2023 11:50:22 -0700
Subject: [PATCH] Update README.md

---
 README.md | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/README.md b/README.md
index 762a79a8..89274de1 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 Transformers Neuron for Trn1 and Inf2 is a software package that enables
 PyTorch users to perform large language model (LLM) inference on
-second-generation Neuron hardware (See: [NeuronCore-v2](https://awsdocs-neuron.readthedocs-hosted.com/en/latest/general/arch/neuron-hardware/neuron-core-v2.html)).
+second-generation Neuron hardware (See: [NeuronCore-v2](https://awsdocs-neuron.readthedocs-hosted.com/en/latest/general/arch/neuron-hardware/neuron-core-v2.html)). The [Neuron performance page](https://awsdocs-neuron.readthedocs-hosted.com/en/latest/general/benchmarks/inf2/inf2-performance.html#large-language-models-inference-performance) lists expected inference performance for commonly used Large Language Models.
 
 # Transformers Neuron (``transformers-neuronx``) Documentation
 Please refer to the [Transformers Neuron documentation](https://awsdocs-neuron.readthedocs-hosted.com/en/latest/libraries/transformers-neuronx/) for setup and developer guides.
@@ -29,8 +29,8 @@ Please refer to the [transformers-neuronx release notes](https://awsdocs-neuron.
 
 # Troubleshooting
 
-Please refer to our [Contact
-Us](https://awsdocs-neuron.readthedocs-hosted.com/en/latest/general/contact.html)
+Please refer to our [Support
+Page](https://awsdocs-neuron.readthedocs-hosted.com/en/latest/general/support.html)
 page for additional information and support resources. If you intend to
 file a ticket and you can share your model artifacts, please re-run your
 failing script with ``NEURONX_DUMP_TO=./some_dir``. This will dump