diff --git a/docs/docs/installation/requirements.md b/docs/docs/installation/requirements.md
index 483e568ff0..50a6d3cd9b 100644
--- a/docs/docs/installation/requirements.md
+++ b/docs/docs/installation/requirements.md
@@ -23,15 +23,15 @@ You can also use Podman to run the application. However, additional configuratio
 
 :::info Machine Learning on older CPU
 
-TensorFlow doesn't run with older CPU architecture, it requires a CPU with AVX and AVX2 instruction set. If you encounter the error `illegal instruction core dump` check for your CPU flags with the command and make sure you see `AVX` and `AVX2`:
+The TensorFlow version used by Immich doesn't run on older CPU architectures. It requires a CPU with AVX and AVX2 instruction sets. If you encounter the error `illegal instruction core dump` check your CPU flags with the command below and make sure you see `avx` and `avx2`:
 
 ```bash
-more /proc/cpuinfo | grep flags
+grep -E 'avx2?' /proc/cpuinfo
 ```
 
 #### Promox
 
-If you are running virtualization in Proxmox, the VM doesn't have the flag enabled.
+If you are running virtualization in Proxmox, the CPU type of the VM is probably configured incorrectly.
 
 You need to change the CPU type from `kvm64` to `host` under VMs hardware tab.
 
@@ -42,6 +42,8 @@ You need to change the CPU type from `kvm64` to `host` under VMs hardware tab.
 You can use the machine learning image that is built for Non-AVX CPU. The image is community maintained and can be found in the repository below
 
 https://github.com/bertmelis/immich-machine-learning-no-avx
+
+Otherwise, you can safely remove the `immich-machine-learning` service if you do not intend to use Immich's object detection features. Simply remove or comment out the declaration of the service in your compose file.
 :::
 
 ## Installation methods