Ryzen AI Halo

Dont get hyped for marketing terms man, as I said in another post, apple is simply dynamically shared memory space, the others is static. Its not a huge difference especially since the increase in some cases. 4GB lost out of 128GB is not a make it or break it. Also, you could get really close to the

No. In that price range, you'd be better served by a AMD Strix Halo machine with 128GB RAM. However, For OpenClaw specifically I believe the creator says it was made with MacOS in mind. So a Mac Studio may be better even though you'll pay double.

Strix halo amd ai max 395 128gb imo

Da, uzeo sam si AMD Strix Halo miniPC sa 128 GB unified RAM (GMKTec EVO-X2), prilična je zvjerka i možeš alocirati do cca 100 GB RAMa za GPU. Napravio sam za probu web-baziranu igru u jedan dan crunchanja sa OpenCode i Qwen-3.6-35B-A3B. Dobro radi i dovoljno je brzo. Reda veličine 50 tokena/sec na p

Unica vantagem dos Macs são a memoria unificadas. Só. Adoram falar que os processadores são magicos e não são, Intel e AMD tem processadores inclusive melhor em raw output por watt. Se você não usa LLM, não joga na bateria ta rasgando dinheiro. Ta pagando uma nota numa memoria que você sequer vai us

The latency change ain't caused by the interconnect or packaging, it's caused by the use of lpddr with really loose timings. Point here, the product focuses on bandwidth for the igpu and not cpu gaming perf. It's a mobile workstation design that focuses on raw compute and not games That's a sea of w

Especially for laptops, a single performant APU with unified memory like AMD Strix Halo or Apple M-series SoC seems to be way to go due to efficiency

And, critically, buy 'unified memory', we're talking about devices like a Macbook with lots of ram, or AMDs Strix Halo. None of which are cheap, but both run Qwen mixture-of-experts models pretty damn well.

APU even have the compute to do AI in a reasonabe amount of time It's not the worst. The thing is with bigger models, you ideally want the entire thing in memory. That's why you'll find articles about how this runs the bigger Deepseek models faster than a 5090 or whatever. I'm kinda tempted to get o

the APU with up to 128GB of shared memory would allow you to load some decent medium-sized models with usable tok/sec speeds. according to here: For compute and memory bandwidth, you can think of the Strix Halo GPU like a Radeon RX 7600 XT, but with up to 124GiB+ of VRAM I googled a bit for some LLM