2 papers
cs.LG2026
Quad Length Codes for Lossless Compression of e4m3
Aditya Agrawal, Albert Magyar, Hiteshwar Eswaraiah +5
Training and serving Large Language Models (LLMs) relies heavily on parallelization and collective operations, which are frequently bottlenecked by network bandwidth. Lossless comp…
cs.LG2026
Single-Stage Huffman Encoder for ML Compression
Aditya Agrawal, Albert Magyar, Hiteshwar Eswaraiah +5
Training and serving Large Language Models (LLMs) require partitioning data across multiple accelerators, where collective operations are frequently bottlenecked by network bandwid…