2 papers
cs.DC2026
Guard: Scalable Straggler Detection and Node Health Management for Large-Scale Training
Guanliang Liu, Abhinandan Patni, Congzhu Lin +14
Training frontier-scale foundation models involves coordinating tens of thousands of GPUs over multi-month runs, where even minor performance degradations can accumulate into subst…
cs.AI2025
The Amazon Nova Family of Models: Technical Report and Model Card
Amazon AGI, Aaron Langford, Aayush Shah +783
We present Amazon Nova, a new generation of state-of-the-art foundation models that deliver frontier intelligence and industry-leading price performance. Amazon Nova Pro is a highl…