diff --git a/README.md b/README.md
index eaded5c..12570d7 100644
--- a/README.md
+++ b/README.md
@@ -2,7 +2,8 @@
 
 This repository contains JAX example code for loading and running the Grok-1 open-weights model.
 
-Make sure to download the checkpoint and place `ckpt-0` directory in `checkpoint`.
+Make sure to download the checkpoint and place `ckpt-0` directory in `checkpoint` - see [Downloading the weights](Downloading-the-weights)
+
 Then, run
 
 ```shell
@@ -24,6 +25,13 @@ You can download the weights using a torrent client and this magnet link:
 magnet:?xt=urn:btih:5f96d43576e3d386c9ba65b883210a393b68210e&tr=https%3A%2F%2Facademictorrents.com%2Fannounce.php&tr=udp%3A%2F%2Ftracker.coppersurfer.tk%3A6969&tr=udp%3A%2F%2Ftracker.opentrackr.org%3A1337%2Fannounce
 ```
 
+or directly using HuggingFace:
+```
+git clone https://github.com/xai-org/grok-1.git && cd grok-1
+pip install huggingface_hub[hf_transfer]
+huggingface-cli download xai-org/grok-1 --repo-type model --include ckpt-0/* --local-dir checkpoints --local-dir-use-symlinks False
+```
+
 # License
 
 The code and associated Grok-1 weights in this release are licensed under the