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32GB VRAM ITs not a cutdown 9070 XT, its 98% the same speed in gaming and obviously much greater for large memory applications like pytorch/generative ai. Still boosts right up to 3ghz, can be undervolted, no stupid zero rpm fan idle Fan defaults to a silent 1000rpm idle and unlike most blower gpus it really doesnt need to ramp up path 50% pwm (2500rpm) to cool a sustained 300w. Games exactly like a 9070 xt.

Price, build quality, lower power requirements, plenty of VRAM, Linux support, SR-IOV

Bought this to add 10Gb and USB4 video out. Happy to have discovered that the built-in Radeon capability of the 7900x CPU outputs from both the HDMI port and the USB4 ports by default. Also, I have 4x16Gb of Corsair Vengeance RAM and no issues to report.

Getting 30-40 tok/sec I was using LM Studio but I switched to llama.cpp because with lm studio had no way to support Intel xmx acceleration. Gemma 4 26B responds as quick as Gemma 12b running on my main GPU and does the job. Antigravity uses it as a sub agent to write all the code and investigate logs, etc. saves a lot of tokens and any quality issue Gemini 3.8 flash on high tells it to fix this or that after review before I get the final version. Setup in pcie slot 2 (gen 4 x4) so not running at full speed right now but still good enough.

Im able to load 30B parameter models locally and run them with speed on a budget. Qwen3 Coder Next 80B Q4 (dual GPUs) runs at 50 tokens per second. Best 32GB modern cards that you can purchase for consumer hardware. You can also get some great 4K gaming on Windows with a single card.

Professional video card. Works great with games as well Ultra low power and efficient video card. Performance on par with a Nvidia 4060, but in a single slot low profile 50 watt card

- Even with Epyc 7742 under full stress test load on open bench without additional airflow all components are reasonably cool- Dual 10G Ethernet adapters- All PCIe ports are x16 which is how it should be (yes, Supermicro, Im looking at you)- Internal USB3.2 header - thank you! Add sound card and you have a perfect workstation motherboard

- Great airflow - Easy to clean filters - Easy to replace hard drive caddies - Promotes health and fitness: better hit the gym if you want to be able to lift this

* Lots of potential for storage. 28 PCIe lanes is huge at this price point. * IPMI is so convenient for running a headless system. * Fits plenty of potential in a small form factor. 4 built in SATA ports plus 2 M.2 sockets. 7 fan headers. M.2 doesn't compete with PCIe for lanes. All awesome.

Described products/parts given. Double layered packaging to prevent damage to the case. Arrived quicker than expected. Quality control passed for the item sent to me. Free fans.

Very well built. You can feel the difference between inferior boards and thisone. The easy DIY features make it easy to remove PCIe cards and open the heat shield to the numerous M.2 slots.

+Plenty of included fans +Actual EATX support, with holes for standoffs in positions for various MB configurations so board is properly secured to the chassis +Lots of space to work in +Price

- 16GB VRAM - Low Profile - Low Power - Fast - when the driver is properly optimized

96GB of GDDR7 ECC memory per card, Blackwell architecture, and dedicated hardware for AI and ray tracing. Serious workstation capability for demanding projects.

Two pcie x16 slots with ryzen comparibokity

Lots of room in this case. Pre-installed fans