Update README.md

README.md

@@ -4,7 +4,7 @@ datasets:
 - ms_marco
 language:
 - en
-pipeline_tag: sentence-similarity
+pipeline_tag: feature-extraction
 ---
 
 # MASTER: Multi-task Pre-trained Bottlenecked Masked Autoencoders are Better Dense Retrievers
@@ -15,13 +15,14 @@ Code: [https://github.com/microsoft/SimXNS/tree/main/MASTER](https://github.com/
 
 ## Overview
 
-This is the checkpoint after pretraining on the MS-MARCO corpus.
-
-You may use this checkpoint for finetuning.
+This is the checkpoint after pretraining on the MS-MARCO corpus. **You may use this checkpoint as the initialization for finetuning.**
 
 ## Useage
 
 
 To load this checkpoint for initialization, you may follow:
 ```python
-```
+from transformers import AutoModel
+
+model = AutoModel.from_pretrained('lx865712528/master-base-pretrained-msmarco')
+```