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Diff for: demo-notebooks/additional-demos/hf_interactive.ipynb

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"NOTE: We must specify the `image` which will be used in our RayCluster, we recommend you bring your own image which suits your purposes. \n",
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"The example here is a community image.\n",
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"\n",
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"NOTE: By default the SDK uses Kueue as it's scheduling solution. \n",
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"MCAD can be enabled over Kueue by using the `mcad=True` option in `ClusterConfiguration`"
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"NOTE: By default the SDK uses Kueue as it's scheduling solution to use MCAD set the `mcad=True` option in `ClusterConfiguration`"
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]
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},
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{

Diff for: demo-notebooks/additional-demos/local_interactive.ipynb

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"NOTE: We must specify the `image` which will be used in our RayCluster, we recommend you bring your own image which suits your purposes. \n",
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"The example here is a community image.\n",
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"\n",
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"NOTE: By default the SDK uses Kueue as it's scheduling solution. \n",
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"MCAD can be enabled over Kueue by using the `mcad=True` option in `ClusterConfiguration`"
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"NOTE: By default the SDK uses Kueue as it's scheduling solution to use MCAD set the `mcad=True` option in `ClusterConfiguration`"
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]
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},
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{

Diff for: demo-notebooks/guided-demos/0_basic_ray.ipynb

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"NOTE: We must specify the `image` which will be used in our RayCluster, we recommend you bring your own image which suits your purposes. \n",
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"The example here is a community image.\n",
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"\n",
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"NOTE: By default the SDK uses Kueue as it's scheduling solution. \n",
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"MCAD can be enabled over Kueue by using the `mcad=True` option in `ClusterConfiguration`"
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"NOTE: By default the SDK uses Kueue as it's scheduling solution to use MCAD set the `mcad=True` option in `ClusterConfiguration`"
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]
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},
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{

Diff for: demo-notebooks/guided-demos/3_basic_interactive.ipynb

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"NOTE: We must specify the `image` which will be used in our RayCluster, we recommend you bring your own image which suits your purposes. \n",
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"The example here is a community image.\n",
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"\n",
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"NOTE: MCAD can be enabled over Kueue by using the `mcad=True` option in `ClusterConfiguration`"
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"NOTE: By default the SDK uses Kueue as it's scheduling solution to use MCAD set the `mcad=True` option in `ClusterConfiguration`"
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]
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},
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{

Diff for: demo-notebooks/guided-demos/notebook-ex-outputs/0_basic_ray.ipynb

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"NOTE: We must specify the `image` which will be used in our RayCluster, we recommend you bring your own image which suits your purposes. \n",
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"The example here is a community image.\n",
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"\n",
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"NOTE: By default the SDK uses Kueue as it's scheduling solution. \n",
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"MCAD can be enabled over Kueue by using the `mcad=True` option in `ClusterConfiguration`"
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"NOTE: By default the SDK uses Kueue as it's scheduling solution to use MCAD set the `mcad=True` option in `ClusterConfiguration`"
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]
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},
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{
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"id": "12eef53c",
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"metadata": {},
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"source": [
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"Next, we want to bring our cluster up, so we call the `up()` function below to submit our Ray Cluster onto the queue, and begin the process of obtaining our resource cluster."
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"Next, we want to bring our cluster up, so we call the `up()` function below to submit our cluster AppWrapper yaml onto the MCAD queue, and begin the process of obtaining our resource cluster."
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]
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{
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.9.18"
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"version": "3.9.undefined"
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},
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"vscode": {
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"interpreter": {

Diff for: demo-notebooks/guided-demos/notebook-ex-outputs/1_basic_instascale.ipynb

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"id": "9865ee8c",
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"metadata": {},
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"source": [
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"In this second notebook, we will go over the basics of using InstaScale to scale up/down necessary resources that are not currently available on your OpenShift Cluster (in cloud environments)."
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"In this second notebook, we will go over the basics of using InstaScale to scale up/down necessary resources that are not currently available on your OpenShift Cluster (in cloud environments).\n",
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"\n",
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"NOTE: The InstaScale and MCAD components are in Tech Preview"
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]
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},
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{

Diff for: demo-notebooks/guided-demos/notebook-ex-outputs/3_basic_interactive.ipynb

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"id": "bbc21043",
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"metadata": {},
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"source": [
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"In this fourth and final notebook, we will go over how to leverage the SDK to directly work interactively with a Ray cluster during development."
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"In this notebook, we will go over how to leverage the SDK to directly work interactively with a Ray cluster during development."
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]
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},
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{
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"NOTE: We must specify the `image` which will be used in our RayCluster, we recommend you bring your own image which suits your purposes. \n",
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"The example here is a community image.\n",
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"\n",
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"NOTE: MCAD can be enabled over Kueue by using the `mcad=True` option in `ClusterConfiguration`"
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"NOTE: By default the SDK uses Kueue as it's scheduling solution to use MCAD set the `mcad=True` option in `ClusterConfiguration`"
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]
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},
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{

Diff for: demo-notebooks/guided-demos/preview_nbs/0_basic_ray.ipynb

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"NOTE: We must specify the `image` which will be used in our RayCluster, we recommend you bring your own image which suits your purposes. \n",
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"The example here is a community image.\n",
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"\n",
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"NOTE: By default the SDK uses Kueue as it's scheduling solution. \n",
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"MCAD can be enabled over Kueue by using the `mcad=True` option in `ClusterConfiguration`"
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"NOTE: By default the SDK uses Kueue as it's scheduling solution to use MCAD set the `mcad=True` option in `ClusterConfiguration`"
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]
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},
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{

Diff for: demo-notebooks/guided-demos/preview_nbs/3_basic_interactive.ipynb

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"id": "bbc21043",
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"metadata": {},
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"source": [
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"In this fourth and final notebook, we will go over how to leverage the SDK to directly work interactively with a Ray cluster during development."
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"In this notebook, we will go over how to leverage the SDK to directly work interactively with a Ray Cluster during development."
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]
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},
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{
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"NOTE: We must specify the `image` which will be used in our RayCluster, we recommend you bring your own image which suits your purposes. \n",
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"The example here is a community image.\n",
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"\n",
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"NOTE: MCAD can be enabled over Kueue by using the `mcad=True` option in `ClusterConfiguration`"
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"NOTE: By default the SDK uses Kueue as it's scheduling solution to use MCAD set the `mcad=True` option in `ClusterConfiguration`"
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]
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},
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{

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