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model roundup

DeepSeek 4

6 items · started 2026-07-23 · closed 2026-07-30

  1. July 2026 DeepSeek V4 Flash: 284B model, up to 32 tok/s on AMD Ryzen AI MAX+ 395 AMD-Powered Lucebox runs the full DeepSeek V4 Flash target locally on AMD Ryzen AI MAX+ 395 with 128 GB unified memory: up to 32.0 tok/s decode and roughly 25…

  2. I ran a side-by-side on a real project: Claude Code on a Max plan versus an open-weight agent stack (GLM 5.2 via Hermes Agent, DeepSeek v4 Pro for second opinions), working through a provisional patent application for a product idea I'd sa…

  3. We A/B tested Ante's half-size system prompt on deepseek-v4-flash across the full terminal-bench 2.1 suite: no measurable performance change, and among the 69 tasks whose outcome stayed the same, the short-prompt run's median input-token c…

  4. https://t.co/syBl6fkTDJ Miguel Salinas@VercantezHow we self-host DeepSeek V4 Flash on AWS spot instances4:18 PM · Jul 23, 20269.7KViews243560

  5. [AINews] "Laguna S 2.1 Released: Cheaper than Deepseek v4 Flash, Better than V4 Pro" a quiet day lets us highlight a new neolab win. Reignited distillation wars conversation aside, today was more of the same of previous news cycles, which…

  6. Full-parameter post-training of trillion-parameter-scale MoE models introduces substantial system-level challenges for large-scale distributed training, including severe memory pressure, non-overlapped communication overhead, and inefficie…

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