Online Quantization: Smooth Path from One Checkpoint to Any Desired Serving Scenario
AI-generated summary ROCm Blogs introduces online quantization, a new feature that runs during model loading inside the serving engine to bypass separate export scripts and disk writes. ROCm Blogs says the approach suits scenarios like reinforcement training rollouts, format requantization, mixed-precision exploration, and minor checkpoint modifications.