Tracked topic
…HBM — High Bandwidth Memory (Top-Tier Bandwidth for High-Performance Computing) High Bandwidth Memory (HBM) represents a 3D-stacked approach to DRAM that dramatically increases memory bandwidth per package. Using Through-Silicon…
…Driven by new demands from evolving AI technologies, intense discussions took place around groundbreaking high-bandwidth, low-latency storage and interconnect technologies—such as HBM4/HBM4e, higher-layer 3D NAND stacking, PCIe…
High-Bandwidth Flash or HBFD, the memory that offers more capacity than HBM, will not be used by NVIDIA; instead, Google is going to be a key customer. NVIDIA To Keep on…
…and high-end gaming. The headline change is the jump to PCIe Gen5 bandwidth. In a four-lane client configuration, PCIe 5.0 roughly doubles the available host interface bandwidth over PCIe…
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]
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 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 …
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…
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…
…HBM achieves high bandwidth within a compact footprint by vertically stacking multiple DRAM dies. By enabling high-throughput data transfer between memory and high-performance processors, it reduces bottlenecks and improves overall…
…SanDisk’s existing High Bandwidth Flash, or HBF, tries to attack the problem from the NAND side. HBF uses stacked NAND flash with dense connections, taking some of the packaging ideas used…
…For now, consumer SSDs are typically focusing on expanding capacity , with performance delivered through controller updates or faster protocols like NVMe , as opposed to using higher-speed NAND flash.
…Samsung’s more experimental zHBM design places high-bandwidth memory vertically above an AI accelerator. Shorter electrical connections could improve bandwidth and efficiency, but cooling vertically stacked memory and logic would be…
…The most recent addition was built on Intel® Xeon® CPU Max Series with High-bandwidth Memory. In addition to harnessing technologies from HPE and Intel, the new HPC and AI solution was…
…The KIOXIA GP1 Series is designed to support emerging AI storage architectures, which extend High Bandwidth Memory (HBM) as a fast flash memory media-based tier. This approach lets AI systems access…
