The Next-Generation Memory Architecture in the AI Era? SK hynix Charts the Direction at ‘FMS 2026’ | SK hynix Newsroom
["sk-hynix","nand-flash","high-bandwidth-flash","nvidia","sandisk"]
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The Next-Generation Memory Architecture in the AI Era? SK hynix Charts the Direction at ‘FMS 2026’ | SK hynix Newsroom
["sk-hynix","nand-flash","high-bandwidth-flash","nvidia","sandisk"]
SanDisk Proposes HBF NAND Stacks Beneath GPUs for AI Systems
SanDisk has outlined a new memory architecture concept called High-Bandwidth Flash (HBF), aimed at addressing one of the fastest-growing challenges in artificial intelligence computing: the need for significantly more memory…
Asustor's All-Flash Storage Becomes the New Standard for Content Creation
…Even under high-pressure conditions such as intense video editing or multi-user collaboration, the Flashstor 12 Pro Gen2 maintains extremely low latency. This relentless pursuit of bandwidth and processing power is…
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…
AI keeps getting all the cool memory stuff, with SK hynix and Sandisk teaming up for HBF
…That brings us to High Bandwidth Flash (HBF), a fresh tech spec unveiled by SK hynix and Sandisk. The Korean memory manufacturer describes HBF as "a new memory layer between [High Bandwidth…
[AI Infrastructure Insight] What is changing inside AI data centers? | SK hynix Newsroom
["data-centers","sk-hynix","high-bandwidth-flash","nvidia","sandisk"]
2 sources covering this — show 1 more
[AI Infrastructure Insight] What is changing inside AI data centers? | SK hynix Newsroom
["data-centers","sk-hynix","high-bandwidth-flash","nvidia","sandisk"]
[AI Ecosystem] The paradigm shift in AI computing | SK hynix Newsroom
["sk-hynix","data-centers","high-bandwidth-flash","sandisk"]
[AI Ecosystem] The paradigm shift in AI computing | SK hynix Newsroom
["sk-hynix","data-centers","high-bandwidth-flash","sandisk"]