Free Oracle 1Z0-1127-25 Exam Dumps Questions & Answers

What is the role of temperature in the decoding process of a Large Language Model (LLM)?

• A.  To adjust the sharpness of probability distribution over vocabulary when selecting the next word
• B.  To decide to which part of speech the next word should belong
• C.  To determine the number of words to generate in a single decoding step
• D.  To increase the accuracy of the most likely word in the vocabulary

What does "Loss" measure in the evaluation of OCI Generative AI fine-tuned models?

• A.  The level of incorrectness in the model's predictions, with lower values indicating better performance
• B.  The percentage of incorrect predictions made by the model compared with the total number of predictions in the evaluation
• C.  The difference between the accuracy of the model at the beginning of training and the accuracy of the deployed model
• D.  The improvement in accuracy achieved by the model during training on the user-uploaded dataset

When does a chain typically interact with memory in a run within the LangChain framework?

• A.  Before user input and after chain execution.
• B.  Continuously throughout the entire chain execution process.
• C.  Only after the output has been generated.
• D.  After user input but before chain execution, and again after core logic but before output.

How are prompt templates typically designed for language models?

• A.  As predefined recipes that guide the generation of language model prompts
• B.  As complex algorithms that require manual compilation
• C.  To work only with numerical data instead of textual content
• D.  To be used without any modification or customization

Which is a key advantage of using T-Few over Vanilla fine-tuning in the OCI Generative AI service?

• A.  Enhanced generalization to unseen data
• B.  Reduced model complexity
• C.  Increased model interpretability
• D.  Faster training time and lower cost