https://sudonull.com/llm-quantization-160gb-model-on-a-laptop
Learn how to quantize large LLMs to 4-bit without quality loss. Symmetric/asymmetric quantization, code, benchmarks. Run 80B models locally — developer guide.
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https://sudonull.com/ntac-ai-for-typing-neurons-by-connections
Breakdown of the NTAC algorithm — how graph neural networks classify neurons without morphology. For developers and neuroinformaticians. Runs on a laptop.
https://sudonull.com/oxide-1hz-screens-1-120-hz-for-laptops
LG Display has launched LCD panels with adaptive frequency 1–120 Hz. Battery savings up to 48%, supplies to Dell XPS. Technology details for developers — read and implement in projects.
https://sudonull.com/dell-pro-supercapacitors-keyboards-for-3-months
Dell introduces supercapacitors in Pro 7 peripherals: 5 sec charge for a day. Modular laptops, Precision with Blackwell, AI monitors. Technical details for developers. Explore the updates.
https://sudonull.com/ai-in-intel-core-series-3-mainstream-processors-up-to-40-tops
Intel introduced Core Series 3 processors with AI up to 40 TOPS for the mainstream segment. Learn how the democratization of AI chips will change the market for laptops, business, and peripheral devices.
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