From 2e1c6c8a5df762c9438d6baf5ed624dd59feaf27 Mon Sep 17 00:00:00 2001
From: Marton Havasi <marton@meta.com>
Date: Tue, 10 Dec 2024 19:12:20 +0000
Subject: [PATCH] replaced cnn link with arxiv

---
 docs/source/index.rst | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/source/index.rst b/docs/source/index.rst
index 79c90bc..aede295 100644
--- a/docs/source/index.rst
+++ b/docs/source/index.rst
@@ -2,7 +2,7 @@
 Flow Matching
 =============
 
-`flow_matching` is a PyTorch library for implementing flow matching algorithms, featuring state-of-the-art continuous and discrete implementations. It includes practical examples for both text and image modalities. This repository is part of `Flow Matching Guide and Codebase <http://cnn.com>`_.
+`flow_matching` is a PyTorch library for implementing flow matching algorithms, featuring state-of-the-art continuous and discrete implementations. It includes practical examples for both text and image modalities. This repository is part of `Flow Matching Guide and Codebase <https://arxiv.org/abs/2412.06264>`_.
 
 .. image:: _images/teaser.png
   :width: 800