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2 changes: 1 addition & 1 deletion pytorch-ddp-accelerate-transformers.md
Original file line number Diff line number Diff line change
Expand Up @@ -173,7 +173,7 @@ The optimizer needs to be declared based on the model *on the specific device* (
Lastly, to run the script PyTorch has a convenient `torchrun` command line module that can help. Just pass in the number of nodes it should use as well as the script to run and you are set:

```bash
torchrun --nproc_per_nodes=2 --nnodes=1 example_script.py
torchrun --nproc_per_node=2 --nnodes=1 example_script.py
```

The above will run the training script on two GPUs that live on a single machine and this is the barebones for performing only distributed training with PyTorch.
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