GPUs Everywhere I go I see GPUs
@theahmadosman
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CS Professionals Can Master LLMs AI in Two Years
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any cs person can go from zero to deeply knowledgeable in llms and ai in ~2 years, top to bottom the elite don't want you to know this
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Build Your Own LLM: Practical ML Learning Roadmap
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> tired of "learn ml in 5 years" energy? want the roadmap from: > "what's a token?" to
> "i built + shipped my own LLM"? phase 0: build from zero, no theory jail > math + code sanity check: > > if matrix multiplication scares you, hit 3Blue1Brown's linear algebra series
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Google Search Ranking Issues Impact AI Tool Discovery
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> search for "Midjourney" > actual Midjourney site
> is the 7th link in results Google Search is so BROKEN -
Budget GPU Setup Enables Cheap Local Private AI
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we've got an Intel Arc GPU in the house – 2015 build -> ~$250 USD
– Intel Arc A770, 16GB VRAM -> $200 USD
– some tinkering
– local and private AI that you control, for cheap love this kind of effort
the DeepSeek way of making it work -
nvtop PCIe Generation Speed Monitoring Under Load
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How does nvtop show the Pcie gen and speeds under load?
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Gaming Hardware Inadequate for AI Server Builds
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the basics: don't build an AI "Server" on gaming parts – gaming mobos = 24-48 pcie lanes, limits you to 2 gpus max before bandwidth issues – gaming cpus (i9/ryzen) are built for games, not heavy multi-gpu workloads rgb ram ≠ ecc rdimms, you want error correction when pushing
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Making AI Learning Accessible to Everyone at Summit
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learning this stuff, even if you're not a dev, is extremely useful and lots of fun i want this Summit to make this easier and more accessible to everyone