Argonne National Laboratory

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krishnateja95

authored 4 papers 3 months ago

MoE-Inference-Bench: Performance Evaluation of Mixture of Expert Large Language and Vision Models

Paper • 2508.17467 • Published Aug 24, 2025

PagedEviction: Structured Block-wise KV Cache Pruning for Efficient Large Language Model Inference

Paper • 2509.04377 • Published Sep 4, 2025

LExI: Layer-Adaptive Active Experts for Efficient MoE Model Inference

Paper • 2509.02753 • Published Sep 2, 2025

ImageNet-Think-250K: A Large-Scale Synthetic Dataset for Multimodal Reasoning for Vision Language Models

Paper • 2510.01582 • Published Oct 2, 2025

stockeh

authored a paper 3 months ago

Swift: An Autoregressive Consistency Model for Efficient Weather Forecasting

Paper • 2509.25631 • Published Sep 30, 2025 • 1

stockeh

authored a paper 4 months ago

AERIS: Argonne Earth Systems Model for Reliable and Skillful Predictions

Paper • 2509.13523 • Published Sep 16, 2025 • 7

samforeman

authored a paper 4 months ago

AERIS: Argonne Earth Systems Model for Reliable and Skillful Predictions

Paper • 2509.13523 • Published Sep 16, 2025 • 7

Hassanharb

authored a paper about 1 year ago

Reflections from the 2024 Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry

Paper • 2411.15221 • Published Nov 20, 2024 • 30

krishnateja95

authored a paper over 1 year ago

A Survey of Techniques for Optimizing Transformer Inference

Paper • 2307.07982 • Published Jul 16, 2023

brettin

authored a paper almost 2 years ago

Scalable Reinforcement-Learning-Based Neural Architecture Search for Cancer Deep Learning Research

Paper • 1909.00311 • Published Sep 1, 2019

samforeman

authored 3 papers almost 2 years ago

Lattice QCD and Particle Physics

Paper • 2207.07641 • Published Jul 15, 2022 • 1

Applications of Machine Learning to Lattice Quantum Field Theory

Paper • 2202.05838 • Published Feb 10, 2022 • 1

DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies

Paper • 2310.04610 • Published Oct 6, 2023 • 1

samforeman

posted an update almost 2 years ago

Post

👋 I'm Sam

I use ML and HPC to accelerate scientific discovery @ Argonne National Laboratory*

https://samforeman.me
https://twitter.com/saforem2
https://github.com/saforem2

* https://alcf.anl.gov/about/people/sam-foreman

samforeman

authored 4 papers almost 2 years ago

Deep Learning Hamiltonian Monte Carlo

Paper • 2105.03418 • Published May 7, 2021

HMC with Normalizing Flows

Paper • 2112.01586 • Published Dec 2, 2021

LeapfrogLayers: A Trainable Framework for Effective Topological Sampling

Paper • 2112.01582 • Published Dec 2, 2021

A Comprehensive Performance Study of Large Language Models on Novel AI Accelerators

Paper • 2310.04607 • Published Oct 6, 2023

rsthakur

authored a paper almost 2 years ago

A Comprehensive Performance Study of Large Language Models on Novel AI Accelerators

Paper • 2310.04607 • Published Oct 6, 2023

samforeman

authored a paper about 2 years ago

MLMC: Machine Learning Monte Carlo for Lattice Gauge Theory

Paper • 2312.08936 • Published Dec 14, 2023