From c46c7116a0b0335568291d5b47206fa482eccb52 Mon Sep 17 00:00:00 2001
From: Marion <56403724+MarionBWeinzierl@users.noreply.github.com>
Date: Fri, 29 Sep 2023 13:41:53 +0100
Subject: [PATCH] Update README.md about dev branch and Huggingface data

---
 README.md | 13 +++++++++++++
 1 file changed, 13 insertions(+)

diff --git a/README.md b/README.md
index f9c2f7be..e3d9f5e3 100644
--- a/README.md
+++ b/README.md
@@ -239,6 +239,19 @@ notebooks developed during early project development, some of which were used to
 generate figures used in the 2021 paper. See the readme in the folder for
 details.
 
+### Dev Branch
+The `dev` branch contains ongoing refactoring work which removes the necessity to use
+mlflow. Currently, the code has been refactored into a clearer structure and easier
+use through a command line interface for the data step, and the training step
+is in progress. Further work is needed for the inference step, and to adapt the Jupyter
+notebooks.
+
+## Data on Huggingface
+There is GZ21 Ocean Momentum data available on [Huggingface](https://huggingface.co/):
+- [the output of the data step](https://huggingface.co/datasets/M2LInES/gfdl-cmip26-gz21-ocean-forcing)
+and
+- [the trained model](https://huggingface.co/M2LInES/gz21-ocean-momentum) 
+
 ## Contributing
 We are not currently accepting contributions outside of the M2LInES and ICCS
 projects until we have reached a code release milestone.