Why advanced memory matters in the AI infrastructure era
…It is also where data resides, how it is managed across different memory tiers, and how quickly it can be accessed when needed. [related article] 1 HBM (High Bandwidth Memory) : A high…
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ASUS Launches ProArt B850-Creator WiFi Neo with Dual 5GbE and Wi-Fi 7
…ASUS equips the board with two Realtek 5GbE Ethernet controllers, enabling high-speed local networking, NAS connectivity, virtualization, and content creation workflows that benefit from greater network bandwidth. Wireless connectivity is handled…
The future of USB connectivity (2026) — How USB4 Version 2 and Thunderbolt 5 are bringing copper to its physical limits
…drives and the first wave of consumer flash storage . But it was USB 3.0 in 2008 that marked the transition to high-bandwidth, general-purpose peripheral buses, pushing 5 Gbps over…
KIOXIA GP1 Series Hits 10 Million Random Read IOPS on XL-FLASH Gen 2
…The GP1 Series extends High Bandwidth Memory (HBM) with a high-speed flash storage layer. Instead of relying only on adding more HBM, AI platforms can use flash memory to expand capacity…
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SK hynix, In Collaboration With SanDisk, Unveils The New High Bandwidth Flash (HBF) Standard, Helping To Resolve AI Inference Bottlenecks, Targeting Up To 3TB/s Bandwidth
Hopefully this would let us have faster local models....but it will probably be out of our price range. submitted by /u/giveen to r/LocalLLaMA [link] [comments]
DeepSeek V4 Flash 0731 at 27+ t/s decode on Strix Halo — Vulkan + DSpark full guide
Been benchmarking DSv4 Flash 0731 on a Flow Z13 (Ryzen AI MAX+ 395, Radeon 8060S / gfx1151, 128GB LPDDR5X) for the past week. Figured I'd share what actually works and what doesn't — there are a lot of gotchas on this ha…
Running DeepSeek-V4-Flash-0731 (155 GB MoE) on a DGX Spark with vLLM-Moet 2-bit quantization - AI's narrative
# Running DeepSeek-V4-Flash-0731 (155 GB MoE) on a DGX Spark with vLLM-Moet 2-bit quantization I used Deepseek-v4-Flash-0731 cloud API settig up vllm-moet to run deepseek-v4-flash with MTP locally on single DGX Spark at …
Running DeepSeek V4 Flash Q4_K_XL at ~100 tok/s prompt processing on 4× RTX 3060 12GB
I managed to run the 143–144 GiB DeepSeek-V4-Flash-0731 UD-Q4_K_XL GGUF on four RTX 3060 12GB cards while keeping a 360k–376k context window. Hardware: CPU: Intel Core i9-10920X, 12C/24T RAM: 128 GB DDR4-3200, quad-chann…
I ran DeepSeek V4 Flash 284B + DSpark on one RTX PRO 6000. The drafter was faster in RAM than VRAM.
Hey guys, Just finished benchmarking DeepSeek V4 Flash 284B + DSpark on a single RTX PRO 6000 96GB. Short version: DSpark: ~15–17% faster generation on my coding workload On this setup, the DSpark drafter was faster in s…
Scaling The Storage Pyramid With Micron’s Datacenter Memory And Flash
…Flash SPONSORED CONTENT Consider, for a moment, the current state of AI accelerators and datacenter GPUs. Now, try to imagine this landscape without Micron Technology’s entry into the High Bandwidth Memory…
I changed one router setting, and the lag during big downloads just disappeared
…and upload limits to 90% of my bandwidth on Speedtest. Unlike QoS on my router, which only lets me put my PC in the highest priority, SQM separates network traffic into individual…
Samsung Outlines 3D Memory Roadmap for AI Infrastructure at FMS 2026
…The announcement comes 13 years after Samsung introduced the industry’s first V-NAND technology at the 2013 Flash Memory Summit. The company is targeting V10 BV-NAND for high-capacity, high…
Simplia CONNECT RW612 6-in-1 M.2 2230 module offers WiFi 6, Bluetooth 5.4, 802.15.4, LTE-M, NB-IoT, and GNSS connectivity - CNX Software
…BAR0422 – Murata Type 2FR WiFi + BT 16MB Flash BAR0622 – Murata Type 2FR WiFi + BT 32MB Flash BAR0423 – Murata Type 2FR WiFi + BT 16MB Flash, Modem BG77-GNSS That means only the BAR0423…
SEMI Projects 300 mm Memory Equipment Investment to Surpass $50 Billion in 2026
…Ajit Manocha, SEMI President and CEO "Strong demand for high bandwidth memory and other advanced memory technologies is reshaping investment priorities across the semiconductor supply chain," "As AI infrastructure expands, memory manufacturers…
I extended my Wi-Fi network with this cheap $10 ESP32
…If you want to carry out any bandwidth-heavy task outdoors, you’ll feel the pinch. Otherwise, it holds up well for everything else. Related Stop chasing high-speed routers and fix…