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Creating an AI from Scratch on an Nvidia DGX Spark

jasonacox.com · published 8 December 2025

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https://www.nvidia.com/en-us/products/workstations/dgx-spark/

nvidia.com

https://www.jasonacox.com/wordpress/wp-content/uploads/2025/12/image-2.png

jasonacox.com

https://youtu.be/s4zEQyM_Rks?si=q2B_GYu7bqV0_J6d

youtu.be

https://karpathy.ai/

karpathy.ai

https://youtu.be/kCc8FmEb1nY?si=f_psJ7-dCaweZrqP

youtu.be

https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fgithub.com%2Fkarpathy%2Fnanochat&data=05%7C02%7CJason.Cox%40disney.com%7C0bee7ac99d1f4716088108de36a16027%7C56b731a8a2ac4c32bf6b616810e913c6%7C1%7C0%7C639008263933716480%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=zph61R8eT0jx3%2BZE6TYGMXh6slI2uyhW74EFb5ip3M0%3D&reserved=0

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https://huggingface.co/datasets/HuggingFaceFW/fineweb-edu

huggingface.co

https://www.youtube.com/watch?v=s4zEQyM_Rks&t=315s

youtube.com

https://huggingface.co/datasets/HuggingFaceTB/smoltalk

huggingface.co

https://huggingface.co/datasets/cais/mmlu

huggingface.co

https://huggingface.co/datasets/openai/gsm8k

huggingface.co

https://arxiv.org/pdf/2402.03300

arxiv.org

https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fgithub.com%2Fjasonacox%2Fdgx-spark%2Ftree%2Fmain%2Fnanochat&data=05%7C02%7CJason.Cox%40disney.com%7C0bee7ac99d1f4716088108de36a16027%7C56b731a8a2ac4c32bf6b616810e913c6%7C1%7C0%7C639008263933733603%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=IoMdNuLcYTTaCbk6cnjEqhQcWhEsv1XuyzLR4mz32%2BY%3D&reserved=0

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https://www.jasonacox.com/wordpress/wp-content/uploads/2025/12/image-4.png

jasonacox.com

https://github.com/jasonacox/dgx-spark

github.com