diff --git a/deepnvme/file_access/README.md b/deepnvme/file_access/README.md
index 1183908d8..a50f6f438 100644
--- a/deepnvme/file_access/README.md
+++ b/deepnvme/file_access/README.md
@@ -1,6 +1,6 @@
 # Using DeepNVMe for simple file reads and writes involving CPU/GPU tensors
 
-The purpose of this folder is to provide example codes that illustrate how to use DeepNVMe for simple file operations of moving raw data bytes between persistent storage and CPU/GPU tensors. For each file operation, we provide an implementation using Python I/O functionality, and a DeepNVMe implementation using CPU bounce buffer (aio) and NVIDIA Magnum IO<sup>TM</sup> GPUDirect® Storage (GDS) as appropriate. 
+The purpose of this folder is to provide example codes that illustrate how to use [DeepNVMe](https://github.com/microsoft/DeepSpeed/blob/master/blogs/deepspeed-gds/README.md) for simple file operations of moving raw data bytes between persistent storage and CPU/GPU tensors. For each file operation, we provide an implementation using Python I/O functionality, and a DeepNVMe implementation using CPU bounce buffer (aio) and NVIDIA Magnum IO<sup>TM</sup> GPUDirect® Storage (GDS) as appropriate. 
 
 The following table is a mapping of file operations to the corresponding Python and DeepNVMe implementations.