[lhl]

The one thing that's new/worth pointing out are the https://developer.amd.com/playbooks/ (https://github.com/amd/playbooks) - this is AMD's answer to Nvidia's playbooks (https://build.nvidia.com/spark / https://github.com/NVIDIA/dgx-spark-playbooks ) - I think it's great that they're actually taking this more seriously.

Hardware is the exact same as what used to be available for $2K last year (and is still $1K cheaper from Chinese OEMs).

LTT Lab's LLM testing is getting more sophisticated, which is great - I think it's worth noting that ROCm/Vulkan versions and llama.cpp build versions are going to have some big differences for numbers.

For those wanting to get the most out of their Strix Halos, there's both kernel tweaks and utilities like ryzenadj that can help you get the most out of it. ( http://strixhalo.wiki/ has most of that documented). Also, if you're running for coding or agentic work, if you model supports MTP, that's mature and should give you a decent (30%?) decode boost.

[teravor]

it's worth noting that AMD's software is universally weak and not worth any degree of reliance. and it's not just ROCm, every few months they merge a serious regression into amdgpu and sometimes even backport it into stable. they are amateurs.

just a few weeks ago they backported a kernel oops amdgpu null dereference into stable, it's still not fixed.

[icedchai]

The "ROCm" situation with Strix Halo was pretty bad for a while. I think it finally stabilized late last year. You needed the right combo of ROCm, Linux kernel, and kernel firmware for it to work reliably.

Whenever I rebuild llama.cpp, I wind up using the Vulkan build anyway.

[anakaine]

And thats a pretty big annoyance. You need to perfectly line up all the holes in the swiss cheese for the AMD stack to work, then their dev team kicks you in the nuts anyway.

They have made a few attempts at investing in the hardware, but the software side is letting them down hard, and that part is almost entirely their own fault. They have underinvestment in their own stack, and into popular standard and Community libraries that would make it easy to use their gear.

[icedchai]

Yep, it definitely wasn't an "out-of-box" experience. This was on Ubuntu 25.10. Maybe other distros are better?

Also, when you do Python work, you have to remember to install dependencies like pytorch from an alternate repo, otherwise you wind up with the CUDA versions that only use the CPU and not the GPU through ROCm.

[lhl]

I started a project w/ the assumption that fully tuned for HIP kernels could get closer to roofline and beat llama.cpp's performance (and vs their ROCm engine it does!) but after thousands of iterations/experiments my suspicion is that RADV/ACO is actually just much better than LLVM/HIP when it comes to a lower-level scheduling etc for RDNA3.

I haven't finished comprehensive tests but I found:

- Vulkan is up to 2.25X faster for most coalesced, strided and interleave variants for memory-side scheduling/access shapes

- 3.3X faster on specific dot-path sweeps, including for scalar-dequant

- For matched LDS, Vulkan can be 8-14X+ faster (!!!) than matched HIP LDS

HIP doesn't always win against RADV/ACO, but on dispatch/runtime, it does appear to be quite a bit faster than HIP/LLVM on gfx1151 (Strix Halo). I'll be publishing sharing full data once I also run vs gfx1100...

[chucklenorris]

biggest mistake was buying an amd laptop. this thing had gpu crashes from day one, and it got worse as time went on. now just playing a video and closing the lid will crash the kernel 100% of the time. amd - never again

[phs318u]

Without further info that’s a lot to pin on the bottom layer of the stack. I have an Asus ProArt Ryzen AI HX 390 with 64GB RAM. Running CachyOS and Pop! the thing kept falling over at random times. Running Fedora workstation, it’s rock solid. YMMV.

[freedomben]

Same, I have an all AMD framework laptop 16 with the gaming GPU, and running fedora, and it has been rock solid. I really couldn't ask for more

[iterateoften]

Just to add another data point, my AMD laptop was as the poster above described, unreliable drivers, glitches and crashes.

Personally I’ll never buy AMD again.

[cevn]

eh, i gotta system76 pangolin with all amd and it's been solid