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Home AI AMD Ryzen AI Halo Developer System Review AMD Goes for Local AI

AMD Ryzen AI Halo Developer System Review AMD Goes for Local AI

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AMD Ryzen AI Halo Topology

On the topology side, here is what the system looks like.

AMD Ryzen AI Halo Topology
AMD Ryzen AI Halo Topology

This is not overly exciting, but you can see the 16 cores here and then the 2TB NVMe SSD, 128GB of LPDDR5x memory, and the NICs.

AMD Ryzen AI Halo Developer Experience UEFI Firmware

Just a quick one, since we recommend changing a specific BIOS option, here is a quick look at the UEFI firmware.

AMD Ryzen AI Halo UEFI BIOS 1
AMD Ryzen AI Halo UEFI BIOS 1

Here is the main screen. This looks more consumer than server.

AMD Ryzen AI Halo UEFI BIOS 2
AMD Ryzen AI Halo UEFI BIOS 2

Here is the M.2 SSD information.

AMD Ryzen AI Halo UEFI BIOS 2TB NVMe
AMD Ryzen AI Halo UEFI BIOS 2TB NVMe

Here is the Advanced tab. This is where the “Power on AC attach” option is. You will likely want to change this to Enabled so that you can manage it with a remote PDU, or even just to avoid the power button issue we had.

AMD Ryzen AI Halo UEFI BIOS 3 Power On With AC
AMD Ryzen AI Halo UEFI BIOS 3 Power On With AC

Next, let us let the system boot.

AMD Ryzen AI Halo Developer Experience Setup

Booting the system, AMD has Debian 12. NVIDIA DGX OS is more of an Ubuntu base, so they are both similar, but a little different. For example, when you install Tailscale for remote access, the default installer script errored out for us because it did not understand AMD’s flavor of Debian.

AMD Ryzen AI Halo Debian 12 Setup 1 Welcome
AMD Ryzen AI Halo Debian 12 Setup 1 Welcome

You are asked to join WiFi, even if you have a wired connection.

AMD Ryzen AI Halo Debian 12 Setup 2 WiFi
AMD Ryzen AI Halo Debian 12 Setup 2 WiFi

Time zone is another setting to select.

AMD Ryzen AI Halo Debian 12 Setup 3 Time Zone
AMD Ryzen AI Halo Debian 12 Setup 3 Time Zone

Username, password, and so forth are next. If you ever have setup a Debian or Ubuntu box, this will be an easy workflow.

AMD Ryzen AI Halo Debian 12 Setup 4 User
AMD Ryzen AI Halo Debian 12 Setup 4 User

Of course, you get a EULA that we are sure many of our readers will spend hours reading in great detail.

AMD Ryzen AI Halo Debian 12 Setup 5 EULA
AMD Ryzen AI Halo Debian 12 Setup 5 EULA

Once this was done, we rebooted, just to get into the main workflow starting with the login.

AMD Ryzen AI Halo Debian 12 1 Login
AMD Ryzen AI Halo Debian 12 1 Login

Once logged in, we can see our Radeon 8060S GPU, 16-core AMD Ryzen AI Max+ 395 processor, and the 2TB SSD.

AMD Ryzen AI Halo Debian 12 Key Stats
AMD Ryzen AI Halo Debian 12 Key Stats

We got radeontop working even if it was not installed by default.

AMD Ryzen AI Halo Debian 12 Radeontop
AMD Ryzen AI Halo Debian 12 Radeontop

The big differentiator, however, was the AMD Ryzen AI Developer Center. AMD is not just selling this as a hardware platform. Instead, this is being pitched as an easy way to get onboarded to AMD’s AI workflow.

AMD Ryzen AI Halo Debian 12 AMD Ryzen AI Developer Center 1
AMD Ryzen AI Halo Debian 12 AMD Ryzen AI Developer Center 1

Something neat is that AMD has the ability to install vLLM, ComfyUI, llama.cpp, VS Code, and more directly from here. Many will install Lemonade, which is AMD’s easy way to get started with AI models.

AMD Ryzen AI Halo Debian 12 AMD Ryzen AI Developer Center 2 Manage
AMD Ryzen AI Halo Debian 12 AMD Ryzen AI Developer Center 2 Manage

In addition to those, there is also a Resources tab that has guides.

AMD Ryzen AI Halo Debian 12 AMD Ryzen AI Developer Center 3 Resources
AMD Ryzen AI Halo Debian 12 AMD Ryzen AI Developer Center 3 Resources

AMD also has a remote access feature. Again, many will want something like Tailscale, but this is a nice touch.

AMD Ryzen AI Halo Debian 12 AMD Ryzen AI Developer Center 5 Remote Access
AMD Ryzen AI Halo Debian 12 AMD Ryzen AI Developer Center 5 Remote Access

AMD’s big thrust with this platform is that it is not just a mini PC. Instead, it will support AMD’s AI development platform. While we tested this using Linux, there is also Windows support, just given it is an AMD Ryzen x86 system.

Next, let us get to the performance.

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