rw-book-cover

Metadata

Highlights

  • Lately, we have been using Lightning Fabric, which brings together:
    • The flexibility of PyTorch.
    • And distributed training features that PyTorch Lightning provides.
    You only need to make 4 minor changes to your existing PyTorch code to easily scale it to the largest billion-parameter models/LLMs. (View Highlight)
  • While creating the Fabric object above, you can specify:
    • the accelerator and the number of devices
    • the parallelism strategy to use
    • the floating point precision, etc.
    Next, configure the model, the optimizer, and the dataloader (View Highlight)