Discuss UiPath UiPath-ABAv1 Exam Topic 12 Question 43

Is it possible to use a third-party ML model with AI Center?

AYes, but only if AI Center is deployed on-premise.

BNo, you can only use the ML models available within AI Center.

CYes, by creating a custom package that uses the third-party model.

DYes, but it cannot use a GPU in that case.

Suggested Answer: C

UiPath AI Center provides flexibility for integrating third-party ML models into its framework. Here's how:

Third-Party Model Integration: Users can create a custom package for AI Center that incorporates a third-party model. This involves exporting the model in a compatible format (e.g., ONNX or TensorFlow SavedModel) and wrapping it into a package deployable in AI Center.

Scenarios for Usage: This is especially useful when businesses already have proprietary models developed externally or sourced from other vendors. These can be fine-tuned and deployed alongside UiPath's RPA workflows.

Infrastructure Consideration: While deploying on-premises provides better control over model usage and performance, AI Center supports GPU acceleration and third-party model integration across different deployment modes, ensuring scalability and processing efficiency.

This approach allows businesses to maintain the versatility of their ML pipelines and integrate advanced analytics with minimal disruption to their existing automation setup.

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12 comments · newest first

Amber 3 months ago

D is tricky. No GPU support could slow down performance.

Clarinda 3 months ago

A seems reasonable too, but on-premise limits deployment.

Lera 3 months ago

I think C is the best option. Custom packages are flexible.

Polly 3 months ago

D) seems off. Why would you limit GPU usage?

Rusty 3 months ago

Disagree, B) is definitely wrong. You can use third-party models!

Tina 4 months ago

Wait, can you really use third-party models? Sounds too good to be true!

Gearldine 5 months ago

I think C) is the way to go! Custom packages are cool.

Melissa 5 months ago

A) Yes, but only if AI Center is deployed on-premise.

Dannette 6 months ago

I thought AI Center only allowed its own models, but I might be mixing it up with another platform.

Huey 6 months ago

I’m leaning towards option C, but I can't recall if there were any restrictions on deployment types.

Gladys 6 months ago

I feel like I saw a practice question about using external models, and it mentioned something about GPU limitations.

Janna 6 months ago

I think I remember something about integrating third-party models, but I'm not sure if it requires a custom package or not.

UiPath-ABAv1 Exam - Topic 12 Question 43 Discussion