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README.md

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@@ -33,7 +33,7 @@ Please see this [detailed guide](./docs/source/guides/why-use-nemo-run.md) for r
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To install the project, use the following command:
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```bash
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pip install git+https://github.com/NVIDIA/NeMo-Run.git
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pip install git+https://github.com/NVIDIA-NeMo/Run.git
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```
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Make sure you have `pip` installed and configured properly.

docs/source/guides/execution.md

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- `torchrun` or `run.Torchrun`: This will launch the task using `torchrun`. See the `Torchrun` class for configuration options. You can use it using `executor.launcher = "torchrun"` or `executor.launcher = Torchrun(...)`.
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- `ft` or `run.core.execution.FaultTolerance`: This will launch the task using NVIDIA's fault tolerant launcher. See the `FaultTolerance` class for configuration options. You can use it using `executor.launcher = "ft"` or `executor.launcher = FaultTolerance(...)`.
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> **_NOTE:_** Launcher may not work very well with `run.Script`. Please report any issues at https://github.com/NVIDIA/NeMo-Run/issues.
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> **_NOTE:_** Launcher may not work very well with `run.Script`. Please report any issues at https://github.com/NVIDIA-NeMo/Run/issues.
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### Packagers
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docs/source/index.rst

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------------
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To install the project, use the following command:
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``pip install git+https://github.com/NVIDIA/NeMo-Run.git``
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``pip install git+https://github.com/NVIDIA-NeMo/Run.git``
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To install Skypilot, we have optional features available.
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``pip install git+https://github.com/NVIDIA/NeMo-Run.git[skypilot]``
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``pip install git+https://github.com/NVIDIA-NeMo/Run.git[skypilot]``
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will install Skypilot w Kubernetes
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``pip install git+https://github.com/NVIDIA/NeMo-Run.git[skypilot-all]``
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``pip install git+https://github.com/NVIDIA-NeMo/Run.git[skypilot-all]``
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will install Skypilot w all clouds
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You can also manually install Skypilot from https://skypilot.readthedocs.io/en/latest/getting-started/installation.html

nemo_run/package_info.py

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__package_name__ = "nemo_run"
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__contact_names__ = "NVIDIA"
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__contact_emails__ = "[email protected]"
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__repository_url__ = "https://github.com/NVIDIA/NeMo-Run"
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__download_url__ = "https://github.com/NVIDIA/NeMo-Run/releases"
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__repository_url__ = "https://github.com/NVIDIA-NeMo/Run"
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__download_url__ = "https://github.com/NVIDIA-NeMo/Run/releases"
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__description__ = "A powerful tool designed to streamline the configuration, execution and management of Machine Learning experiments across various computing environments."
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__license__ = "Apache2"
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__keywords__ = "deep learning, machine learning, gpu, NLP, NeMo, nvidia, pytorch, torch, language, preprocessing, LLM, large language model"

nemo_run/run/experiment.py

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{pprint.PrettyPrinter(indent=4).pformat(diff)}
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For more information about `run.Config` and `run.Partial`, please refer to https://github.com/NVIDIA/NeMo-Run/blob/main/docs/source/guides/configuration.md.
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For more information about `run.Config` and `run.Partial`, please refer to https://github.com/NVIDIA-NeMo/Run/blob/main/docs/source/guides/configuration.md.
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"""
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if not valid:
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raise RuntimeError(f"Failed to validate task {task_info}.\n{message}")

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