diff --git a/docs/multi-gpu.qmd b/docs/multi-gpu.qmd
index 2571d31b6..71676bc84 100644
--- a/docs/multi-gpu.qmd
+++ b/docs/multi-gpu.qmd
@@ -98,8 +98,8 @@ fsdp_cpu_ram_efficient_loading | cpu_ram_efficient_loading
 fsdp_state_dict_type | state_dict_type
 fsdp_use_orig_params | **REMOVED**
 
-
-For example, if you were using the following FSDP1 config:
+For more details, please see the migration guide in the [torchtitan repo](https://github.com/pytorch/torchtitan/blob/main/docs/fsdp.md). In Axolotl,
+if you were using the following FSDP1 config:
 
 ```{.yaml}
 fsdp_version: 1