DGX Spark

Google One Pro: Storage, Gemini, etc.. Internet Home workers My servers & my ❤️ NVIDIA DGX Spark.

https://www.nvidia.com/en-us/products/workstations/dgx-spark/ it's $4,000. in my pc i have a 4070. The DGX spark is 30x more powerful for AI workloads

Welcome to the club. The harder thing to resist is buying a second one. forums.developer.nvidia.com/c/accelerated-computing/dgx-spark-gb10/dgx-spark-gb10/721 awesome resource Current top-pick for single spark: Qwen 3.5 122B-A10B, Qwen 3.6 27B (with MTP) or even the 35B-A3B if speed matters more. htt

I’ve got a Strix Halo and 2x GB10 (Nvidia DGX Spark, but the Asus version). For pure AI workloads, I’d go with the GB10. For example, on GPT-OSS-120B I’m hitting ~6000 pp and 50–60 t/s with vLLM, and I can easily serve 3 or 4 parallel requests while still outperforming my Strix Halo, which struggles

Firstly you should understand that the Ryzen AI Max+ 395 chip is not intended to be an all-purpose AI chip. It comes with a lot of memory, but does not support CUDA, does not have a lot of compute, and most importantly does not have a lot of memory bandwidth. Not supporting CUDA means the options fo

RAM prices have skyrocketed after OpenAI bought 40% of the memory wafers, and NVIDIA is producing less consumer GPUs. They want the compute concentrated in cloud datacenters under their control. Self-hosted local AI is the way to go – Mac Studio makes a 512GB model and there is DGX Spark and AMD Str

You need an NVIDIA DGX Spark running local models. The one time purchasing cost is less than your estimated monthly subscription cost, and the device should be good for at least 3 years.

Believe me, I have been waiting for ROCm to be in a state where it is not painful for researchers to use, much less ready for consumers expecting the using the libraries off the shelf, but I have waited more than 10 years and ROCm is still about as matured as it was 10 years ago.The "good" news thou

It might not have lived up to the hype but it gets the job done. People also underestimate how much noise, power and heat a system with duel full height graphic cards put out. The Mac Studio and DGX Sparks give you very capable systems in a small convenient package. AMD Strix Halo is also an option

I've ordered the Asus GX10 for running Qwen3.5-122B-A10B Q4 (we'll see which version of Q4 is the best - native MXFP4 support by the GB10 chip seems interesting). My goal: cancel all AI subs (currently Claude Max x5 and ChatGPT Plus) It's not just a pipe dream, I'll do everything to achieve it. Cont