Early-stage algorithmic and systems optimization work demonstrating proof-of-concept speedups on a specific hardware platform, without validation against established baselines or clinical/practical outcomes.
PreliminaryRobert Hu
Reported
Forward throughput speedup (Direc…2.13×
Single-GPU update acceleration (c…1.14×
Model size tested8-billion-parameter