Update READMD.md

README.md

@@ -5,4 +5,23 @@ datasets:
 language:
 - en
 pipeline_tag: sentence-similarity
----
+---
+
+# MASTER: Multi-task Pre-trained Bottlenecked Masked Autoencoders are Better Dense Retrievers
+
+Paper: [https://arxiv.org/abs/2212.07841](https://arxiv.org/abs/2212.07841).
+
+Code: [https://github.com/microsoft/SimXNS/tree/main/MASTER](https://github.com/microsoft/SimXNS/tree/main/MASTER).
+
+## Overview
+
+This is the checkpoint after pretraining on the MS-MARCO corpus.
+
+You may use this checkpoint for finetuning.
+
+## Useage
+
+
+To load this checkpoint for initialization, you may follow:
+```python
+```