What models? Not any GPU would work
COMPUTING
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NVIDIA GPU Access, Server Building, and OpenAI Programming Workshops
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> i want @nvidia to show up, and actually sell GPUs at MSRP to attendees > i want to walk people through building a proper 8x gpu server > i want openai-compatible programming workshops
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Local AI Development: GPU Hardware and Community Building
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a few serious and IMPORTANT words > "Buy a GPU" wasn't meant to be serious
> but the problems were having been deep in the local AI trenches for a few years
> from lurking, to building, to modding r/LocalLLaMA
> to the whole "Buy a GPU" thing, to launching x/LocalLLaMA -
Local AI Development: GPU Hardware and Community Building Journey
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a few serious and IMPORTANT words > "Buy a GPU" wasn't meant to be serious
> but the problems were having been deep in the local AI trenches for a few years
> from lurking, to building, to modding r/LocalLLaMA
> to the whole "Buy a GPU" thing, to launching x/LocalLLaMA -
Altman Announces 5 New AI Data Centers for Stargate Project
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Un accord historique et surréaliste : Altman annonce 5 nouveaux centres de données IA pour le projet Stargate. L’ensemble représentera 10 gigawatts de puissance… soit l’équivalent de la consommation électrique de toute la Suisse.
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Microsoft Azure Books for Machine Learning and Cloud Computing
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Microsoft #Azure books… (1) #MachineLearning Engineering — Deploy, fine-tune, & optimize #ML models: http://
amzn.to/3StMF4E (2) #Cloud Computing & Development Fundamentals: http://
amzn.to/4dS3jn2 ————
#AI #DataScience #DataScientist #MLOps #DataEngineering #DataEngineer -
Data Engineering Best Practices for Cloud Solutions
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#DataEngineering Best Practices — Architect robust and cost-effective data solutions in the cloud era: http://
amzn.to/3BkZ6df v/ @PacktDataML 𝓚𝓮𝔂 𝓕𝓮𝓪𝓽𝓾𝓻𝓮𝓼: Architect and engineer optimized data solutions in the cloud with best practices for performance and -
China’s Open Source AI Advantage
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Open source is a wedge — and China will press it. Fast, cheap models at ~1/10th cost change the game. Use what ships, wherever it comes from. Next, small models on the edge: token prices down >90%; edge spend heading toward $378B by 2028; SLM market from ~$930M → $5.45B by
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GPU Rig Configuration: Avoid Mixing 3090s and Bottleneck Issues
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> don't mix and match GPUs
> separate 3090s rig
> the mobo you already got would cause a bottleneck for 2x GPUs in all cases
> you might wanna return mobo and upgrade to an epyc/xeon/tr build, or just use it as it is for a single gpu
> processor/ram/(and partially mobos) are -
Rust Cannot Match Python Performance Numbers
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You can never make those numbers with Rust. Python is all you need