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Scientific AI at Scale: AuroraGPT

Sam Foreman · published 2 September 2025

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https://auroragpt.anl.gov
auroragpt.anl.gov
https://github.com/Hannibal046/Awesome-LLM
github.com
https://github.com/argonne-lcf/Megatron-DeepSpeed
github.com
https://github.com/argonne-lcf/inference-endpoints
github.com
https://www.alcf.anl.gov/sites/default/files/2024-07/Aurora_FactSheet_2024.pdf
alcf.anl.gov
https://github.com/saforem2/llm-lunch-talk/blob/main/docs/assets/it_hungers.jpeg?raw=true
github.com
https://github.com/argonne-lcf/Megatron-DeepSpeed/blob/e3b0398d2f2d3f8ec543e99373ca14bd18a1e4f8/megatron/arguments.py
github.com
https://x.com/tenderizzation/status/1944591320796090606
x.com
https://twitter.com/tenderizzation
twitter.com
https://chatgpt.com/share/688ab77e-9ca0-800a-8ab0-a293e06b3cce
chatgpt.com
https://dl.acm.org/doi/10.1109/SC41406.2024.00013
dl.acm.org
https://github.com/microsoft/DeepSpeed
github.com
https://samforeman.me/posts/auroragpt/long-sequences/
samforeman.me
https://raw.githubusercontent.com/saforem2/scaling4science/main/assets/25B.svg
raw.githubusercontent.com
https://raw.githubusercontent.com/saforem2/scaling4science/main/assets/33B.svg
raw.githubusercontent.com
https://github.com/saforem2/scaling4science
github.com
https://github.com/saforem2/Megatron-DS-Benchmarking
github.com
https://github.com/saforem2/ezpz
github.com
https://samforeman.me/talks
samforeman.me
https://saforem2.github.io/llm-workshop-talk
saforem2.github.io
https://saforem2.github.io/LLM-tutorial
saforem2.github.io
https://saforem2.github.io/parallel-training-slides
saforem2.github.io
https://samforeman.me/talks/llms-on-polaris/
samforeman.me
https://samforeman.me/talks/llms-at-scale/
samforeman.me
https://www.anl.gov/article/new-international-consortium-formed-to-create-trustworthy-and-reliable-generative-ai-models-for
anl.gov
https://pytorch.org/tutorials/beginner/dist_overview.html
pytorch.org
https://huggingface.co/docs/transformers/en/perf_train_gpu_many
huggingface.co
https://www.deepspeed.ai/getting-started/
deepspeed.ai
https://openreview.net/forum?id=8bjspmAMBk
openreview.net
https://samforeman.me
samforeman.me
https://www.twitter.com/saforem2
twitter.com
http://jalammar.github.io/illustrated-transformer/
jalammar.github.io
https://www.intel.com/content/www/us/en/newsroom/news/intel-powered-aurora-supercomputer-breaks-exascale-barrier.html
intel.com
https://doi.org/10.1109/SC41406.2024.00013
doi.org
https://arxiv.org/abs/1812.06162
arxiv.org
https://arxiv.org/abs/2310.04610
arxiv.org
https://arxiv.org/abs/2206.07682
arxiv.org
https://samforeman.me/talks/openskai25/ai4science/slides.html
samforeman.me