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News
LLM Inference Optimization: Techniques for Faster and Cheaper AI
12+ hour, 7+ min ago (18+ words) Large Language Models... Tagged with ai, llm, optimization, machinelearning....
KaOS Linux 2026.09 Released with Noctalia 5.1, Linux Kernel 7.1, and Mesa 26.2
1+ day, 12+ hour ago (365+ words) The KaOS Linux team has officially released KaOS Linux 2026.09 today as the first ISO snapshot of this independent distribution using Dinit as the default init system instead of systemd. As previously reported, the KaOS Linux devs have decided to move…...
Running AI Models Locally: What I Learned After Moving Beyond the Cloud
1+ day, 14+ hour ago (732+ words) For a long time, using an AI model felt almost effortless. Write a prompt. Send an API request. Wait a few seconds. Get an …...
ROCm vs Vulkan for AMD Local LLM Hosting: 2026 Guide
2+ day, 55+ min ago (1662+ words) ROCm and Vulkan both accelerate AMD GPUs for local LLM hosting, but they are not interchangeable. The right choice depends on the engine, GPU, and workload. In local LLM hosting the two backends sit at different layers. ROCm is AMD's…...
Linux Kernel is Getting Ready to Purge 55,00 Lines of Old 32-bit Arm Platform Code
3+ day, 19+ hour ago (487+ words) A few days ago, thirteen patches were sent to the kernel mailing lists that are looking to delete some of the 32-bit Arm platform code that the upcoming Linux 7.3 release cycle has marked as deprecated. While none of them have…...
Deploying Qwen3.8-2.4T-A95B on Amazon SageMaker HyperPod with vLLM
4+ day, 3+ hour ago (323+ words) Deploying a 2.4-trillion-parameter MoE model requires a careful balance of memory bandwidth, inter-node interconnect speed, and tensor parallel layout. To fit the 2.4T parameter checkpoint into a manageable GPU cluster footprint, we utilize NVFP4 (NVIDIA 4-bit Floating Point format), supported natively on…...
FlatBB 0.1.70: points move into the core
4+ day, 7+ hour ago (162+ words) FlatBB 0.1.70 (2026-09-09) turns community points into a first-class core feature — not a bolt-on plugin. Admins get one table for what each action pays: new topic, reply, like received, like given. You set how many times a day an action can pay…...
NVIDIA 615 Linux Graphics Driver Improves Support for Vulkan-Native Games
4+ day, 19+ hour ago (352+ words) NVIDIA released the NVIDIA 615 series of graphics drivers for Linux, FreeBSD, and Solaris systems, with new features, improvements, and the usual bug fixes. NVIDIA 615 also adds a new token called RmDisableDisplayGlitchPerfLimit to the NVreg_RegistryDwords nvidia.ko kernel module parameter to reduce…...
How to Fine-Tune Qwen 3.8 27B with Unsloth: Hardware, Setup, and Export (2026)
6+ day, 7+ hour ago (23+ words) Yotta Labs Al-Native OS for Efficient ML Orchestration on GPUs....
Linux Kernel 7.3 RC2 is Officially Released: Here's What's New
6+ day, 21+ hour ago (529+ words) Linus Torvalds has announced the second release candidate (RC2) for the upcoming Linux Kernel 7.3 version on Sunday, September 06, 2026. While the second release candidate is historically the quietest period of the development cycle, giving developers a chance to breathe after the frantic…...