23 citations · 24 across the 2 of their papers we have counts for
3 papers
EdgeLLM-Nano: Auditing Polar-Guided Key-Cache Compression and Consistency-Anchored Pruning on a 33.6 MB On-Device Language Model
S M Mahbub Murshed, Hayden Bright, Rezaul Karim +1
Deploying language models (LMs) on the edge presents unique memory, latency, and power challenges absent in high-performance computing. KV-cache compression emerges as a promising…
Accelerated Organic Crystal Structure Prediction with Genetic Algorithms and Machine Learning
Amit Kadan, Kevin Ryczko, Andrew Wildman +3
We present a high-throughput, end-to-end pipeline for organic crystal structure prediction (CSP) -- the problem of identifying the stable crystal structures that will form from a g…
Massively parallel quantum chemistry: PFAS on over 1 million cloud vCPUs
Alan E. Rask, Lee Huntington, SungYeon Kim +16
Accurate solutions to the electronic Schrödinger equation can provide valuable insight for electron interactions within molecular systems, accelerating the molecular design and dis…