From 44f866da109526f910bd7b41077500b12c4e5d7f Mon Sep 17 00:00:00 2001
From: Michel Bartels <michel.bartels@deepset.ai>
Date: Thu, 24 Feb 2022 09:45:25 +0000
Subject: [PATCH] Update README.md

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

diff --git a/README.md b/README.md
index 6799b9c..c360f32 100644
--- a/README.md
+++ b/README.md
@@ -36,6 +36,9 @@ doc_stride=128
 max_query_length=64
 ``` 
 
+## Using a distilled model instead
+Please note that we have also released a distilled version of this model called [deepset/tinyroberta-squad2](https://huggingface.co/deepset/tinyroberta-squad2). The distilled model has a comparable prediction quality and runs at twice the speed of the base model.
+
 ## Performance
 Evaluated on the SQuAD 2.0 dev set with the [official eval script](https://worksheets.codalab.org/rest/bundles/0x6b567e1cf2e041ec80d7098f031c5c9e/contents/blob/).