diff --git a/README.md b/README.md
index 5ba8ed258..c326e5578 100644
--- a/README.md
+++ b/README.md
@@ -2,5 +2,5 @@
 
 This repository contains a number of models optimized by Intel to run machine 
 learning workloads on Intel® Xeon® Scalable processors. For information on 
-how to run key benchmarks, see the [README](https://github.com/NervanaSystems/intel-models/tree/master/benchmarks) 
-in the benchmarks folder. How-tos and tutorials can be found in the [docs](https://github.com/NervanaSystems/intel-models/tree/master/docs) folder.
+how to run key benchmarks, see the [README](/benchmarks) 
+in the benchmarks folder. How-tos and tutorials can be found in the [docs](/docs) folder.