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docs/hpc/08_ml_ai_hpc/05_run_hf_model.md
@@ -28,7 +28,7 @@ Some of the following steps can require significant resources, so we'll move to
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### Launch Singularity container in read/write mode
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```bash
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-[NetID@cm001 llm_example]$ singularity exec --overlay overlay-50G-10M.ext3:rw /scratch/work/public/singularity/cuda12.1.1-cudnn8.9.0-devel-ubuntu22.04.2.sif /bin/bash
+[NetID@cm001 llm_example]$ apptainer exec --fakeroot --overlay overlay-50G-10M.ext3:rw /share/apps/images/cuda12.1.1-cudnn8.9.0-devel-ubuntu22.04.2.sif /bin/bash
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```
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### Install miniconda in the container
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