> browse/registry
$ loading registry▋
found 2 skills in registry
> experiment-tracking-swanlab
Provides guidance for experiment tracking with SwanLab. Use when you need open-source run tracking, local or self-hosted dashboards, and lightweight media logging for ML workflows.
#MLOps#SwanLab#Experiment Tracking
Orchestra-Research> pytorch-lightning
High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system, and minimal boilerplate. Scales from laptop to supercomputer with same code. Use when you want clean training loops with built-in best practices.
#PyTorch Lightning#Training Framework#Distributed Training
Orchestra-Research