---
layout: '@/layouts/Doc.astro'
title: 🎙️ Talks
---

Sam Foreman

- [📆 2025](#calendar-2025)
- [📆 2024](#calendar-2024)
- [📆 2023](#calendar-2023)
- [📆 2022](#calendar-2022)
- [📆 2020](#calendar-2020)

<details is-="accordion" class="callout-tip">
<summary>[HTML ⇆ Reveal.js]</summary>

Convert from HTML to slideshow version of a page by appending `/slides` to the
end of its URL, e.g.

- HTML: [https://samforeman.me/talks/ai-for-science-2024/](https://samforeman.me/talks/ai-for-science-2024/)
- Slides: [https://samforeman.me/talks/ai-for-science-2024/slides](https://samforeman.me/talks/ai-for-science-2024/slides)

</details>

 

<div id="listing-talks-default">

</div>

## 📆 2025

<details is-="accordion" class="callout-tip">
<summary><span class="dim-text">[AuroraGPT: Training Foundation Models on Supercomputers](../talks/2025/12/16/slides.html) @ ANL \[12/2025\]</span></summary>

<div class="reveal-full-page">

<iframe
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    title="Training Foundation Models on Supercomputers"
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</div>

</details>

<details is-="accordion" class="callout-tip">
<summary><span class="dim-text">[Training Foundation Models on Supercomputers](../talks/2025/10/24/slides.html) @ UIUC \[10/2025\]</span></summary>

<div class="reveal-full-page">

<iframe
    class="slide-deck reveal-full-page"
    loading="lazy"
    src="https://samforeman.me/talks/2025/10/24/slides.html?view=scroll"
    title="Training Foundation Models on Supercomputers"
    align="center"
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</div>

</details>

<details is-="accordion" class="callout-tip">
<summary><span class="dim-text">[Training Foundation Models on Supercomputers](../talks/2025/10/15/slides.html) @ Georgia Institute of Technology \[10/2025\]</span></summary>

<div class="reveal-full-page">

<iframe
    class="slide-deck reveal-full-page"
    loading="lazy"
    src="https://samforeman.me/talks/2025/10/15/slides.html?view=scroll"
    title="Training Foundation Models on Supercomputers"
    align="center"
    frameborder="0"
    webkitallowfullscreen
    allowfullscreen
    style="aspect-ratio:1.3671875;"></iframe>

</div>

</details>

<details is-="accordion" class="callout-tip">
<summary><span class="dim-text">[AERIS: Argonne Earth Systems Model](../talks/2025/10/08/index.html) @ [2025 ALCF Hands On HPC Workshop](https://www.alcf.anl.gov/events/2025-alcf-hands-hpc-workshop) \[10/2025\]</span></summary>

<div class="reveal-full-page">

<iframe
    class="slide-deck reveal-full-page"
    loading="lazy"
    src="https://samforeman.me/talks/2025/10/08/slides.html?view=scroll"
    title="AERIS: Argonne Earth Systems Model"
    align="center"
    frameborder="0"
    webkitallowfullscreen
    allowfullscreen
    style="aspect-ratio:1.3671875;"></iframe>

</div>

</details>

<details is-="accordion" class="callout-tip">
<summary><span class="dim-text">[Training Foundation Models on Supercomputers](../talks/2025/09/24/index.html) @ [2025 ALCF Hands On HPC Workshop](https://www.alcf.anl.gov/events/2025-alcf-hands-hpc-workshop) \[09/2025\]</span></summary>

<div class="reveal-full-page">

<iframe
    class="slide-deck reveal-full-page"
    loading="lazy"
    src="https://samforeman.me/talks/2025/09/24/slides.html?view=scroll"
    title="Training Foundation Models on Supercomputers"
    align="center"
    frameborder="0"
    webkitallowfullscreen
    allowfullscreen
    style="aspect-ratio:1.3671875;"></iframe>

</div>

</details>

<details is-="accordion" class="callout-tip">
<summary><span class="dim-text">[Scientific AI at Scale: AI for Science](../talks/openskai25/ai4science/index.html) @ [Open SkAI 2025](https://www.openskai-conference.org) \[09/2025\]</span></summary>

<div class="reveal-full-page">

<iframe
    class="slide-deck reveal-full-page"
    loading="lazy"
    src="https://samforeman.me/talks/openskai25/ai4science/slides.html?view=scroll"
    title="Scientific AI at Scale: AI for Science"
    align="center"
    frameborder="0"
    webkitallowfullscreen
    allowfullscreen
    style="aspect-ratio:1.3671875;"></iframe>

</div>

</details>

<details is-="accordion" class="callout-tip">
<summary><span class="dim-text">[Scientific AI at Scale: Distributed Training](../talks/openskai25/training/index.html) @ [Open SkAI 2025](https://www.openskai-conference.org/) \[09/2025\]</span></summary>

<div class="reveal-full-page">

<iframe
    class="slide-deck reveal-full-page"
    loading="lazy"
    src="https://samforeman.me/talks/openskai25/training/slides.html?view=scroll"
    title="Scientific AI at Scale: Distributed Training"
    align="center"
    frameborder="0"
    webkitallowfullscreen
    allowfullscreen
    style="aspect-ratio:1.3671875;"></iframe>

</div>

</details>

<details is-="accordion" class="callout-tip">
<summary><span class="dim-text">[Large Scale Training on Diverse Accelerators](../talks/AuroraGPT-SIAM25/index.html) @ [Scalable Deep Learning, _SIAM AN2025_](https://meetings.siam.org/sess/dsp_programsess.cfm?SESSIONCODE=84772) \[07/2025\]</span></summary>

<div class="reveal-full-page">

<iframe
    class="slide-deck reveal-full-page"
    loading="lazy"
    src="https://samforeman.me/talks/AuroraGPT-SIAM25/slides.html?view=scroll"
    title="AuroraGPT: Large Scale Training on Diverse Accelerators"
    align="center"
    frameborder="0"
    webkitallowfullscreen
    allowfullscreen
    style="aspect-ratio:1.3671875;"></iframe>

</div>

</details>

<details is-="accordion" class="callout-tip">
<summary><span class="dim-text">[LLMs on Aurora: 🌌 AuroraGPT](../talks/incite-hackathon-2025/AuroraGPT/index.html) @ [_2025 ALCF INCITE GPU Hackathon_](https://www.alcf.anl.gov/events/alcf-incite-gpu-hackathon) \[05/2025\]</span></summary>

- [🎥 video](https://www.youtube.com/watch?v=KJBbR_oFO2E)

<div class="reveal-full-page">

<iframe
    class="slide-deck reveal-full-page"
    loading="lazy"
    src="https://samforeman.me/talks/incite-hackathon-2025/auroragpt/slides?view=scroll/section#/section"
    title="LLMs on Aurora: AuroraGPT"
    align="center"
    frameborder="0"
    webkitallowfullscreen
    allowfullscreen
    style="aspect-ratio:1.3671875;"></iframe>

</div>

</details>

<details is-="accordion" class="callout-tip">
<summary><span class="dim-text">[LLMs on Aurora: 🍋 ezpz](../talks/incite-hackathon-2025/ezpz/index.html) @ [_2025 ALCF INCITE GPU Hackathon_](https://www.alcf.anl.gov/events/alcf-incite-gpu-hackathon) \[05/2025\]</span></summary>

- [🎥 video](https://www.youtube.com/watch?v=15ZK9REQiBo)

<div class="reveal-full-page">

<iframe
    class="slide-deck reveal-full-page"
    loading="lazy"
    src="https://samforeman.me/talks/incite-hackathon-2025/ezpz/slides?view=scroll/section#/section"
    title="🍋 ezpz on Aurora"
    align="center"
    frameborder="0"
    webkitallowfullscreen
    allowfullscreen
    style="aspect-ratio:1.3671875;"></iframe>

</div>

</details>

<details is-="accordion" class="callout-tip">
<summary><span class="dim-text">[AuroraGPT: Foundation Models for Science](../talks/aurora-gpt-fm-for-electric-grid/index.html) @ [_Foundation Models for the Electric Grid_](https://www.alcf.anl.gov/alcf-ai-science-training-series) \[02/2025\]</span></summary>

<div class="reveal-full-page">

<iframe
    class="slide-deck reveal-full-page"
    loading="lazy"
    src="https://samforeman.me/talks/aurora-gpt-fm-for-electric-grid/slides.html?view=scroll"
    title="AuroraGPT: Foundation Models for Science"
    align="center"
    frameborder="0"
    webkitallowfullscreen
    allowfullscreen
    style="aspect-ratio:1.3671875;"></iframe>

</div>

</details>

## 📆 2024

<details is-="accordion" class="callout-tip">
<summary><span class="dim-text">[Parallel Training Methods](../talks/ai-for-science-2024/index.html) @ [_AI-for-Science on Supercomputers_](https://www.alcf.anl.gov/alcf-ai-science-training-series) \[11/2024\]</span></summary>

- [🎥 video](https://www.youtube.com/watch?v=4ltulBj4oVk)

<div class="reveal-full-page">

<iframe
    class="slide-deck reveal-full-page"
    loading="lazy"
    src="https://samforeman.me/talks/ai-for-science-2024/slides.html?view=scroll"
    title="Parallel Training Methods"
    align="center"
    frameborder="0"
    webkitallowfullscreen
    allowfullscreen
    style="aspect-ratio:1.3671875;"></iframe>

</div>

</details>

<details is-="accordion" class="callout-tip">
<summary><span class="dim-text">[AuroraGPT](../talks/AuroraGPT/alcf-hpc-workshop-2024/index.html) @ [_2024 ALCF Hands-On HPC Workshop_](https://www.alcf.anl.gov/events/2024-alcf-hands-hpc-workshop) \[10/2024\]</span></summary>

- [🎥 video](https://www.youtube.com/watch?v=15ZK9REQiBo)

<div class="reveal-full-page">

<iframe
    class="slide-deck"
    loading="lazy"
    src="https://samforeman.me/talks/AuroraGPT/alcf-hpc-workshop-2024/slides.html?view=scroll"
    title="AuroraGPT"
    align="center"
    frameborder="0"
    webkitallowfullscreen
    allowfullscreen
    style="aspect-ratio:1.3671875;"></iframe>

</div>

</details>

<details is-="accordion" class="callout-tip">
<summary><span class="dim-text">[Machine Learning and Foundation Models at Scale](../talks/alcf-hpc-workshop-2024/index.html) @ [_2024 ALCF Hands-On HPC Workshop_](https://www.alcf.anl.gov/events/2024-alcf-hands-hpc-workshop) \[10/2024\]</span></summary>

<div class="reveal-full-page">

<iframe
    class="slide-deck"
    loading="lazy"
    src="https://samforeman.me/talks/alcf-hpc-workshop-2024/slides?view=scroll/section#/section"
    title="Machine Learning and Foundation Models at Scale"
    align="center"
    frameborder="0"
    webkitallowfullscreen
    allowfullscreen
    style="aspect-ratio:1.3671875;"></iframe>

</div>

</details>

<details is-="accordion" class="callout-tip">
<summary><span class="dim-text">[AuroraGPT](../talks/hpc-user-forum/index.html) @ [_HPC User Forum_, 2024](https://www.hpcuserforum.com/hpc-user-forum-fall-2024/) \[09/2024\]</span></summary>

<iframe
    class="slide-deck reveal-full-page"
    loading="lazy"
    src="https://samforeman.me/talks/hpc-user-forum/slides.html?view=scroll"
    title="AuroraGPT"
    align="center"
    frameborder="0"
    webkitallowfullscreen
    allowfullscreen
    style="aspect-ratio:1.3671875;"></iframe>

</details>

<details is-="accordion" class="callout-tip">
<summary><span class="dim-text">[Training LLMs at Scale](../talks/llms-at-scale/) @ [_ATPESC_, 2024](https://extremecomputingtraining.anl.gov/atpesc-2024/) \[08/2024\]</span></summary>

<iframe
    class="slide-deck"
    loading="lazy"
    src="https://samforeman.me/talks/llms-at-scale/slides.html?view=scroll"
    title="Training LLMs at Scale"
    align="center"
    frameborder="0"
    webkitallowfullscreen
    allowfullscreen
    style="aspect-ratio:1.3671875;"></iframe>

</details>

<details is-="accordion" class="callout-tip">
<summary><span class="dim-text">[LLMs on Polaris](https://samforeman.me/talks/llms-on-polaris/slides.html) @ [_Center for Scientific Foundation Models_, Summer School 24’](https://scifm.ai/summer_school.html) \[07/2024\]</span></summary>

<iframe
    class="slide-deck"
    loading="lazy"
    src="https://samforeman.me/talks/llms-on-polaris/slides.html?view=scroll"
    title="LLMs on Polaris"
    align="center"
    frameborder="0"
    webkitallowfullscreen
    allowfullscreen
    style="aspect-ratio:1.3671875;"></iframe>

</details>

<details is-="accordion" class="callout-tip">
<summary><span class="dim-text">[Parallel Training Techniques](https://github.com/saforem2/parallel-training-slides) @ [_AI-4-Science Training Series_](https://github.com/argonne-lcf/ai-science-training-series/tree/main/06_parallel_training) \[03/2024\]</span></summary>

<iframe
    class="slide-deck"
    loading="lazy"
    src="https://saforem2.github.io/parallel-training-slides?view=scroll"
    title="Parallel Training Techniques"
    align="center"
    frameborder="0"
    webkitallowfullscreen
    allowfullscreen
    style="aspect-ratio:1.3671875;"></iframe>

</details>

<details is-="accordion" class="callout-tip">
<summary><span class="dim-text">[LLMs from Scratch](https://saforem2.github.io/llm-workshop-talk) @ [LLM Tutorial Workshop](https://github.com/argonne-lcf/llm-workshop) \[02/2024\]</span></summary>

<iframe
    class="slide-deck"
    loading="lazy"
    src="https://saforem2.github.io/llm-workshop-talk"
    title="LLMs from Scratch"
    align="center"
    frameborder="0"
    webkitallowfullscreen
    allowfullscreen
    style="aspect-ratio:1.3671875;"></iframe>

</details>

## 📆 2023

<details is-="accordion" class="callout-tip">
<summary><span class="dim-text">[Creating Small(-ish) LLMs](https://saforem2.github.io/LLM-tutorial) @ [LLM Tutorial Workshop (1)](https://github.com/brettin/llm_tutorial) \[11/2023\]</span></summary>

<iframe
    class="slide-deck"
    loading="lazy"
    src="https://saforem2.github.io/LLM-tutorial"
    title="Creating Small(-ish) LLMs"
    align="center"
    frameborder="0"
    webkitallowfullscreen
    allowfullscreen>
    {' '}
</iframe>

</details>

<details is-="accordion" class="callout-tip">
<summary><span class="dim-text">[Exascale Science on Aurora](https://saforem2.github.io/oneapi-talk) @ [Intel oneAPI Workshop @ UIC](https://www.alcf.anl.gov/events/alcf-hands-hpc-workshop) \[10/2023\]</span></summary>

<iframe
    class="slide-deck"
    loading="lazy"
    src="https://saforem2.github.io/oneapi-talk"
    title="Exascale Science on Aurora"
    align="center"
    frameborder="0"
    webkitallowfullscreen
    allowfullscreen>
    {' '}
</iframe>

</details>

<details is-="accordion" class="callout-tip">
<summary><span class="dim-text">[LLM Lunch Talk](https://saforem2.github.io/llm-lunch-talk) @ [ALCF Hands On HPC Workshop](https://www.alcf.anl.gov/events/alcf-hands-hpc-workshop) \[10/2023\]</span></summary>

- [🎥 video](https://www.youtube.com/watch?v=mSx9RVd00xU)

<iframe
    class="slide-deck"
    loading="lazy"
    src="https://saforem2.github.io/llm-lunch-talk/#/section"
    title="LLMs on Polaris"
    align="center"
    frameborder="0"
    webkitallowfullscreen
    allowfullscreen
    style="aspect-ratio:1.3671875;"></iframe>

</details>

<details is-="accordion" class="callout-tip">
<summary><span class="dim-text">[Scaling LLMs for Science](https://saforem2.github.io/scaling4science) @ [Data-Intensive Computing + AI/ML at Scale](https://events.cels.anl.gov/event/426/overview) \[08/2023\]</span></summary>

<iframe
    class="slide-deck"
    loading="lazy"
    src="https://saforem2.github.io/scaling4science/#/section"
    title="Scaling LLMs for Science and Ongoing Collaborations"
    align="center"
    frameborder="0"
    webkitallowfullscreen
    allowfullscreen
    style="aspect-ratio:1.3671875;"></iframe>

</details>

<details is-="accordion" class="callout-tip">
<summary><span class="dim-text">[MLMC: Machine Learning Monte Carlo](https://saforem2.github.io/lattice23) @ [Lattice 2023](https://indico.fnal.gov/event/57249/contributions/271305/) \[07/2023\]</span></summary>

<iframe
    class="slide-deck"
    loading="lazy"
    src="https://saforem2.github.io/lattice23/#/title-slide"
    title="MLMC: Machine Learning Monte Carlo"
    align="center"
    frameborder="0"
    webkitallowfullscreen
    allowfullscreen
    style="aspect-ratio:1.3671875;"></iframe>

</details>

<details is-="accordion" class="callout-tip">
<summary><span class="dim-text">[Generative Modeling and Efficient Sampling](https://saforem2.github.io/lqcd-pasc23/) @ [PASC23](https://pasc23.pasc-conference.org/) \[07/2023\]</span></summary>

<iframe
    class="slide-deck"
    loading="lazy"
    src="https://saforem2.github.io/lqcd-pasc23/"
    title="Generative Modeling and Efficient Sampling"
    align="center"
    frameborder="0"
    webkitallowfullscreen
    allowfullscreen
    style="aspect-ratio:1.3671875;"></iframe>

</details>

<details is-="accordion" class="callout-tip">
<summary><span class="dim-text">[Efficient Sampling for LGT](https://saforem2.github.io/deep-fridays) @ [Deep Fridays @ U. Bologna](https://www.cs.unibo.it/~asperti/deep_fridays.html) \[04/2023\]</span></summary>

<iframe
    class="slide-deck"
    loading="lazy"
    src="https://saforem2.github.io/deep-fridays/"
    title="Efficient Sampling for LGT"
    align="center"
    frameborder="0"
    webkitallowfullscreen
    allowfullscreen
    style="aspect-ratio:1.3671875;"></iframe>

</details>

## 📆 2022

<details is-="accordion" class="callout-tip">
<summary><span class="dim-text">[Large Scale Training](https://saforem2.github.io/ai4sci-large-scale-training) @ [AI4Science on Supercomputers (ALCF)](https://github.com/argonne-lcf/ai-science-training-series) \[11/2022\]</span></summary>

<iframe
    class="slide-deck"
    loading="lazy"
    src="https://saforem2.github.io/ai4sci-large-scale-training/#"
    title="Large Scale Training"
    align="center"
    frameborder="0"
    webkitallowfullscreen
    allowfullscreen
    style="aspect-ratio:1.3671875;"></iframe>

</details>

<details is-="accordion" class="callout-tip">
<summary><span class="dim-text">[Hyperparameter Management](https://saforem2.github.io/hparam-management-sdl2022/) @ [ALCF SDL Workshop](https://www.alcf.anl.gov/events/2022-alcf-simulation-data-and-learning-workshop) \[10/2022\]</span></summary>

<iframe
    class="slide-deck"
    loading="lazy"
    src="https://saforem2.github.io/hparam-management-sdl2022"
    title="Hyperparameter Management"
    align="center"
    frameborder="0"
    webkitallowfullscreen
    allowfullscreen
    style="aspect-ratio:1.3671875;"></iframe>

</details>

<details is-="accordion" class="callout-tip">
<summary><span class="dim-text">[Statistical Learning](https://saforem2.github.io/ATPESC-StatisticalLearning) @ [ATPESC 2022](https://extremecomputingtraining.anl.gov/) \[08/2022\]</span></summary>

- [📕 accompanying
  notebook](https://github.com/argonne-lcf/ATPESC_MachineLearning/blob/master/00_statisticalLearning/src/atpesc/notebooks/statistical_learning.ipynb)

<iframe
    class="slide-deck"
    loading="lazy"
    src="https://saforem2.github.io/ATPESC-StatisticalLearning/#/"
    title="Statistical Learning"
    align="center"
    frameborder="0"
    webkitallowfullscreen
    allowfullscreen
    style="aspect-ratio:1.3671875;"></iframe>

</details>

<details is-="accordion" class="callout-tip" style="width:100%;background-color: rgba(0,0,0,0.0)!important;">
<summary>Scientific Data Science: An Emerging Symbiosis @ ANL (05/2022)</summary>

<iframe
    class="slide-deck"
    loading="lazy"
    src="https://saforem2.github.io/anl-job-talk"
    title="Scientific Data Science"
    align="center"
    frameborder="0"
    webkitallowfullscreen
    allowfullscreen
    style="aspect-ratio:1.3671875;"></iframe>

<details is-="accordion" class="callout-tip">
<summary><span class="dim-text">[Machine Learning in HEP](https://saforem2.github.io/physicsSeminar) @ UNC Greensboro \[03/2022\]</span></summary>

- [Machine Learning in
  HEP](https://saforem2.github.io/physicsSeminar), at UNC Greensboro,
  March 2022

<iframe
    class="slide-deck"
    loading="lazy"
    src="https://saforem2.github.io/physicsSeminar"
    title="Machine Learning in HEP"
    align="center"
    frameborder="0"
    webkitallowfullscreen
    allowfullscreen
    style="width:100%!important; "></iframe>

</details>

</details>
## 📆 2021

<details is-="accordion" class="callout-tip" style="width:100%; background-color: rgba(0,0,0,0.0)!important;">
<summary>Accelerated Sampling Methods for LGT @ DWQ @ 25 [BNL] (12/2021)</summary>

<iframe
    class="slide-deck"
    loading="lazy"
    src="https://saforem2.github.io/l2hmc-dwq25/"
    title="Accelerated Sampling Methods for LGT"
    align="center"
    frameborder="0"
    webkitallowfullscreen
    allowfullscreen
    style="aspect-ratio:1.3671875;"></iframe>

<details is-="accordion" class="callout-tip">
<summary><span class="dim-text">[Training Topological Samplers for LGT](https://saforem2.github.io/l2hmc_talk_ect2021) @ [ML4HEP, ECT\* Trento](https://indico.ectstar.eu/event/77/contributions/2349/) \[09/2021\]</span></summary>

<iframe
    class="slide-deck"
    loading="lazy"
    src="https://saforem2.github.io/l2hmc_talk_ect2021"
    title="Training Topological Samplers for LGT"
    align="center"
    frameborder="0"
    webkitallowfullscreen
    allowfullscreen
    style="aspect-ratio:1.3671875;"></iframe>

</details>

</details>

<details is-="accordion" class="callout-tip">
<summary><span class="dim-text">[l2hmc-qcd](https://github.com/saforem2/l2hmc-qcd) @ MIT Lattice Group Seminar \[2021\]</span></summary>

[l2hmc-qcd](https://github.com/saforem2/l2hmc-qcd) at the _MIT Lattice Group
Seminar_, 2021

</details>

<details is-="accordion" class="callout-tip">
<summary><span class="dim-text">[Deep Learning HMC for Improved Gauge Generation](https://bit.ly/mainz21) @ [ML in LQCD Workshop](https://bit.ly/mainz21_overview) \[2021\]</span></summary>

<iframe
    class="slide-deck"
    loading="lazy"
    src="https://slides.com/samforeman/dlhmc/embed"
    title="Deep Learning HMC for Improved Gauge Generation"
    scrolling="no"
    frameborder="0"
    webkitallowfullscreen
    allowfullscreen
    style="aspect-ratio:1.3671875;"></iframe>

</details>

## 📆 2020

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<summary><span class="dim-text">[Machine Learning for Lattice QCD](https://slides.com/samforeman/l2hmc-qcd/embed) @ U. Iowa \[2020\]</span></summary>

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