SK hynix’s technology roadmap for co-packaged optics features in ‘Nature Electronics,’ as AI competition shifts from chips to systems | SK hynix Newsroom
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Framework Previews Its AMD Ryzen AI MAX+ PRO 495 PC Desktop With 192 GB Unified Memory That Effortlessly Runs DeepSeek V4-Flash at Q8
…systems, which offered 256 GB/s bandwidth & up to 128 GB capacities. According to Framework, the system is optimized for AI LLMs, running DeepSeek V4-Flash at Q8 on a single box…
Samsung debuts three next-generation memory technologies for AI data centers — zHBM, zNAND-O, and BV-NAND all rely on advanced wafer bonding technologies
…Had Samsung intended to compare raw bandwidth, it would likely have used more precise wording, such as '8x higher bandwidth.' Instead, the general term 'performance' may have many meanings. The same applies…
Low Latency Wide DRAM Adopts HBM’s Integrated Design To Enable On-Device AI In Smartphones; 1.5 Times Higher Bandwidth With Lower Temperatures Promised
The compact space inside smartphones makes it difficult to adopt High Bandwidth Memory (HBM), not to mention the thermal problem, but a rumor claims that Chinese smartphone brands have a custom-made…
Discussions and forums
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…
Kioxia and Sandisk demonstrate the world's highest-density 3D NAND flash — 332 active layers and up to 4,800 MT/s interface
…10 th Generation BiCS QLC 3D flash memory delivers simultaneous gains in density, bandwidth, and energy efficiency and establishes a new paradigm for high‑capacity flash storage to provide a scalable foundation…
Memory-makers' shares are down. Don't blame Google
…massive long-sequence application demand, comprehensively driving structural growth and specification upgrades for high-bandwidth, main, and flash memory across cloud and edge platforms.” The firm thinks that TurboQuant can reduce the…
HBF: Bis zu 512 GB und 3 TB/s zwischen HBM und SSD
…8 Minuten · 1.437 Wörter · 11.204 Zeichen 1.0× SK hynix und Sandisk haben die ersten offenen Spezifikationen für High Bandwidth Flash vorgestellt. HBF verwendet NAND-Flash, soll aber deutlich näher…
KIOXIA EXCERIA PRO G2 (PCIe Gen 5.0 NVMe SSD @ 14,9 GB/s) review
…as a flash manufacturer allows the company to maintain stronger control over supply continuity compared to brands dependent on third-party NAND sourcing. That market context is important because high-performance PCIe…
OneThingCloud decentralized bandwidth sharing/distributed CDN solution pays you for your "spare" bandwidth - CNX Software
…SoC – Rockchip RK3566 System Memory – 2GB (OEC) or 4GB (OEC-turbo) LPDDR4X Storage 8GB eMMC flash SATA 3.0 connector Networking Gigabit Ethernet port 100+ Mbps upload bandwidth recommended USB – USB 3…
Synology Expands All-Flash Enterprise Storage Lineup with FS6420 and FS3420
…Both models offer over 60% higher SMB read throughput, making them ideal for high-bandwidth file sharing. Beyond raw speed, both models provide flexible connectivity. They feature dual built-in 10GbE ports…