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Only Wed, September 16, 2026 · All dates →

Offload most of Qwen3.8 KV cache to RAM

A vLLM user shared on r/LocalLLaMA a method to keep most of Qwen3.8-Flash-Next's KV cache in system RAM while using a barely-fitting VRAM quant, achieving 1M context on 3×3090 GPUs with ~80 tok/s at short context, ~60 tok/s at long context, and 3,701 tok/s at a 248k prefill; patches and the model are available on their Hugging Face page.

r/LocalLLaMA ·

SK Hynix in talks with Intel to make memory in US

Reuters reported SK Hynix is discussing with Intel options to manufacture RAM in the U.S., including leasing space in Ohio or forming a joint venture; SK Hynix says no plans are finalized. The company is separately building a $3.8B packaging and research facility in Indiana, with mass production expected in 2029.

TechCrunch ·

ImpactGate: structural decay merge gate

ImpactGate, from OfficeFloor, scores code changes for structural decay and can warn or block high-impact commits in local or CI workflows. The tool computes an impact score using files changed, existing container complexity, cyclomatic complexity, and line changes, and is available via pip or a Docker image.

Hacker News ·

Building the materials foundation for AI

AI-driven compute growth is pushing materials to physical limits in performance, thermal management and reliability. Syensqo is developing high-voltage data-center materials, semiconductor seals and immersion-cooling fluids, emphasizing solutions that meet technical needs while improving sustainability.

MIT Technology Review ·

DeepSeek v4.1 Flash excels at hacking

DeepSeek V4.1 Flash achieved code execution on all 11 vulnerable targets while 4 fixed targets remained secure; accepted runs cost $4.65 (complete cost $5.14). The benchmark used 2,349 Bash commands, ~2h38m active model time, 268.3M input tokens (266.2M cached) and ~2M output tokens; audit found six planned exploits and five unexpected routes.

Hacker News ·
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