performance tuning
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Optimizing Llama.cpp for Local LLM Performance
Read Full Article: Optimizing Llama.cpp for Local LLM Performance
Switching from Ollama to llama.cpp can significantly enhance performance for running large language models (LLMs) on local hardware, especially when resources are limited. With a setup consisting of a single 3060 12GB GPU and three P102-100 GPUs, totaling 42GB of VRAM, alongside 96GB of system RAM and an Intel i7-9800x, careful tuning of llama.cpp commands can make a substantial difference. Tools like ChatGPT and Google AI Studio can assist in optimizing settings, demonstrating that understanding and adjusting commands can lead to faster and more efficient LLM operation. This matters because it highlights the importance of configuration and optimization in maximizing the capabilities of local hardware for AI tasks.
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HyperX’s Customizable Gaming Keyboards Unveiled
Read Full Article: HyperX’s Customizable Gaming Keyboards Unveiled
HyperX has unveiled its next-generation Origins wired keyboards at CES 2026, emphasizing performance and customization. The new Origins 2 and Origins 2 Pro models are 65-percent keyboards featuring high-profile keys with hot-swappable switches, allowing users to easily customize without soldering. The Pro model includes Hall effect switches with advanced features like rapid trigger and adjustable actuation points. Additionally, users can customize the keyboard's appearance by changing the housing and using 3D-printed designs. Both models offer an 8K polling rate for faster input registration, although the difference may not be noticeable for most users. This matters because it highlights the growing trend towards customizable and high-performance gaming peripherals, catering to both casual and competitive gamers.