DEMO QUESTIONS

Q1:

A hospital wants to fine-tune an LLM on their own dataset. However, the data needs to have sensitive information redacted.

Duplicate records also need to be cleaned up.

What can help the customer use to achieve this goal?

A: MLflow

B: NeMo Customizer

C: Katib

D: NeMo Curator

Correct Answer: D

Q2:

An HPE Private Cloud AI customer wants to implement access controls on AirFlow DAGs such that only HPE Private Cloud AI Administrators can trigger the DAGs.

What should you recommend

A: From within the HPE GreenLake cloud User management page, assign the AirFlow Admin role to HPE Private Cloud AI Administrators.

B: Configure the Airflow framework and changing the value for the access_control line to ''Admin.''

C: Within the Airflow UI, go to the Security > List Roles page and assign the ''trigger'' permission to the Admin role.

D: Add an access control line to the DAG code that permits ''Admin'' the ''canedit'' privilege.

Correct Answer: D

Q3:

A customer requires accessing the HPE AI Essentials KubeRay cluster interactively (with ray-init) from an external client.

What should you explain?

A: External access is enabled by default at the Ray dashboard UI. The external client should direct the ray-int requests to TCP port 10001.

B: External access is not supported with the built-in KubeRay cluster. The customer should deploy a new cluster to achieve this access.

C: External access is not available by default, but can be achieved by, for example, changing the kuberay-head-svc to a Node Port service.

D: External access is enabled by default at the Ray dashboard UI. The external client should direct the ray-int requests to TCP port 8265.

Correct Answer: C

Q4:

What is one innovation in NVIDIA Blackwell GPUs?

A: A 2nd generation Transformation Engine with support for more precisions

B: An expanded L4 memory cache

C: High-speed GPU-to-GPU connections over PCIe lanes

D: Support for mixed 4th Generation Tensor Cores and 4th Generation RT Cores

Correct Answer: A

Q5:

You have imported a VMware vSphere ESXi cluster into HPE OneView for vCenter (0V4VC). You now want to grow the cluster, adding an HPE ProLiant DL server as a host.

What is one requirement?

A: The server is assigned a static IP address with connectivity to 0V4VC.

B: The cluster's server profile assigns NICO to a network with connectivity to the provisioning server.

C: The server has HPE drivers and HPE Agentless Management Software (AMS) pre-provisioned on it.

The server has UEFI optimized mode with Secure Boot enabled on it.

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