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updated readme

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@@ -134,4 +134,4 @@ When running a multinode training, remember to use the `--multinode` run-time ar
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  ### Inference Parallelization
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- Model inference parallelization is done with `mpi4py` (currently not listed in the conda environment requirements).
 
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  ### Inference Parallelization
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+ Model inference parallelization is done with `mpi4py` (currently not listed in the conda environment requirements). You can run the parallel inference script with `mpirun -np <num_nodes> python jobs/inference/run_inference.py`.