Question 4 of 10 Question For the use case I need a code assistant that utilizes industry best practices but also takes into account my organizations unique standards what foundation model enablement…
Question
Basic Answer
Correct Answer:
Bridge
Analyzing the Answer：
The “Bridge” approach is the most suitable foundation model enablement strategy for this use case. A bridge approach involves integrating a pre-trained foundation model with your organization’s specific data and rules to tailor its behavior and output to your unique standards while still leveraging the benefits of industry best practices embedded in the pre-trained model. This allows you to benefit from the existing capabilities of the model while customizing it to meet your specific organizational needs.
Analysis of other options：
A: Boost – Boosting focuses on improving the performance of an existing model, typically by fine-tuning it on more data. While this might improve performance, it doesn’t directly address the need to incorporate organizational standards.
B: Buy – Buying a pre-trained model off-the-shelf might provide a model with industry best practices, but it wouldn’t inherently incorporate your organization’s unique standards. Further customization would likely be needed, making it less efficient than a bridge approach.
C: Build – Building a foundation model from scratch is a very resource-intensive and time-consuming process. It’s not the most efficient approach when a pre-trained model already exists and can be adapted to meet specific needs.
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