Argonne National Laboratory

argonne's activity

• All
• Models
• Datasets
• Spaces
• Papers
• Collections
• Community
• Posts
• Articles

memani 

authored 5 papers 3 months ago

AILuminate: Introducing v1.0 of the AI Risk and Reliability Benchmark from MLCommons

Paper • 2503.05731 • Published Feb 19, 2025 • 3

LM4HPC: Towards Effective Language Model Application in High-Performance Computing

Paper • 2306.14979 • Published Jun 26, 2023

AERIS: Argonne Earth Systems Model for Reliable and Skillful Predictions

Paper • 2509.13523 • Published Sep 16, 2025 • 7

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

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

memani 

authored 2 papers 12 months ago

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

Paper • 2310.04610 • Published Oct 6, 2023 • 1

Making Machine Learning Datasets and Models FAIR for HPC: A Methodology and Case Study

Paper • 2211.02092 • Published Nov 3, 2022

robertu94 

authored 2 papers about 1 year ago

LSHBloom: Memory-efficient, Extreme-scale Document Deduplication

Paper • 2411.04257 • Published Nov 6, 2024

Understanding The Effectiveness of Lossy Compression in Machine Learning Training Sets

Paper • 2403.15953 • Published Mar 23, 2024

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

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

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