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r/LocalLLaMA · u/giveen · 2w ago

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]

r/LocalLLaMA · u/stereohype · 1w ago

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…

r/LocalLLaMA · u/Puzzleheaded_Base302 · 2w ago

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 …

r/LocalLLaMA · u/syscomua · 2d ago

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…

r/LocalLLaMA · u/FantasticNature7590 · 1w ago

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…

igorslab.de › zh

SK Hynix 警告 2027 年将出现历史性的内存短缺

…年或 2028 年短缺预期。不过,这一判断来自一家直接受益于高价和长期供货协议的制造商。因此,该表述具有参考价值,但不应与中性的市场预测混为一谈。   HBM 正在改变内存生产 主要驱动力仍然是 AI 数据中心的扩张。现代加速器不仅需要高性能逻辑芯片,还需要大量的 High Bandwidth Memory。HBM 由多个堆叠的 DRAM die 构成,并通过非常宽的接口与计算芯片连接。与经典的 DDR 或 GDDR 配置相比,这能够实现显著更高的内存带宽。SK Hynix…

Jul 14, 2026 · Samir Bashir

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