Tag: architecture
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Hacker News: Addition Is All You Need for Energy-Efficient Language Models
Source URL: https://arxiv.org/abs/2410.00907 Source: Hacker News Title: Addition Is All You Need for Energy-Efficient Language Models Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper presents a novel approach to reducing energy consumption in large language models by using an innovative algorithm called L-Mul, which approximates floating-point multiplication through integer addition. This method…
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The Register: Supermicro crams 18 GPUs into a 3U AI server that’s a little slow by design
Source URL: https://www.theregister.com/2024/10/09/supermicro_sys_322gb_nr_18_gpu_server/ Source: The Register Title: Supermicro crams 18 GPUs into a 3U AI server that’s a little slow by design Feedly Summary: Can handle edge inferencing or run a 64 display command center GPU-enhanced servers can typically pack up to eight of the accelerators, but Supermicro has built a box that manages to…
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The Register: MediaTek enters the 4th Dimensity with 3nm octa-core 9400 smartphone brains
Source URL: https://www.theregister.com/2024/10/09/mediatek_dimensity_9400/ Source: The Register Title: MediaTek enters the 4th Dimensity with 3nm octa-core 9400 smartphone brains Feedly Summary: Still sticking with Arm and not taking RISC-Vs Fabless Taiwanese chip biz MediaTek has unveiled the fourth flagship entry in its Dimensity family of system-on-chips for smartphones and other mobile devices. It’s sticking with close…
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Slashdot: Researchers Claim New Technique Slashes AI Energy Use By 95%
Source URL: https://science.slashdot.org/story/24/10/08/2035247/researchers-claim-new-technique-slashes-ai-energy-use-by-95?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Researchers Claim New Technique Slashes AI Energy Use By 95% Feedly Summary: AI Summary and Description: Yes Summary: Researchers at BitEnergy AI, Inc. have introduced Linear-Complexity Multiplication (L-Mul), a novel technique that reduces AI model power consumption by up to 95% by replacing floating-point multiplications with integer additions. This…
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Hacker News: Trap – Transformers in APL
Source URL: https://github.com/BobMcDear/trap Source: Hacker News Title: Trap – Transformers in APL Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses an implementation of autoregressive transformers in APL, specifically focused on GPT2, highlighting its unique approach to handling performance and simplicity in deep learning. It offers insights that are particularly relevant to…
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The Register: TensorWave bags $43M to pack its datacenter with AMD accelerators
Source URL: https://www.theregister.com/2024/10/08/tensorwave_amd_gpu_cloud/ Source: The Register Title: TensorWave bags $43M to pack its datacenter with AMD accelerators Feedly Summary: Startup also set to launch an inference service in Q4 TensorWave on Tuesday secured $43 million in fresh funding to cram its datacenter full of AMD’s Instinct accelerators and bring a new inference platform to market.……
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Hacker News: Nobel Prize in Physics awarded to John Hopfield and Geoffrey Hinton [pdf]
Source URL: https://www.nobelprize.org/uploads/2024/09/advanced-physicsprize2024.pdf Source: Hacker News Title: Nobel Prize in Physics awarded to John Hopfield and Geoffrey Hinton [pdf] Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the awarding of the Nobel Prize in Physics 2024 to John J. Hopfield and Geoffrey E. Hinton for their foundational discoveries in artificial neural…