From 450b8fbee519648024b826b43b31324cb1f72928 Mon Sep 17 00:00:00 2001
From: Theodore Rolle <trolle@google.com>
Date: Fri, 9 Jun 2023 12:02:04 -0700
Subject: [PATCH] Fixing broken link in README.md

---
 README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 6466674a..cfa91cb6 100644
--- a/README.md
+++ b/README.md
@@ -247,7 +247,7 @@ saxutil lm.generate /sax/test/lm2b "Q: Who is Harry Porter's mother? A: "
 The result will be printed in the terminal.
 
 To use a real checkpoint with the model, follow the
-[Paxml tutorial](saxml.server.pax.lm.params.lm_cloud.LmCloudSpmd2B) to generate
+[Paxml tutorial](https://github.com/google/saxml/blob/main/saxml/server/pax/lm/params/lm_cloud.py#L417) to generate
 a checkpoint. The model can then be published in Sax like this:
 
 ```
@@ -258,4 +258,4 @@ saxutil publish \
   1
 ```
 
-Use the same `saxutil lm.generate` command as above to query the model.
\ No newline at end of file
+Use the same `saxutil lm.generate` command as above to query the model.