FANTASTIC 1Z0-1127-24 EXAM GUIDE: ORACLE CLOUD INFRASTRUCTURE 2024 GENERATIVE AI PROFESSIONAL GRANTS YOU HIGH-EFFICIENT TRAINING DUMPS - VCE4PLUS

Fantastic 1z0-1127-24 Exam Guide: Oracle Cloud Infrastructure 2024 Generative AI Professional grants you high-efficient Training Dumps - VCE4Plus

Fantastic 1z0-1127-24 Exam Guide: Oracle Cloud Infrastructure 2024 Generative AI Professional grants you high-efficient Training Dumps - VCE4Plus

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Oracle Cloud Infrastructure 2024 Generative AI Professional Sample Questions (Q39-Q44):

NEW QUESTION # 39
Which statement best describes the role of encoder and decoder models in natural language processing?

  • A. Encoder models are used only for numerical calculations, whereas decoder models are used to interpret the calculated numerical values back into text.
  • B. Encoder models and decoder models both convert sequence* of words into vector representations without generating new text.
  • C. Encoder models take a sequence of words and predict the next word in the sequence, whereas decoder models convert a sequence of words into a numerical representation.
  • D. Encoder models convert a sequence of words into a vector representation, and decoder models take this vector representation to sequence of words.

Answer: D

Explanation:
In natural language processing (NLP), encoder and decoder models play distinct but complementary roles:
Encoder Models: These models convert a sequence of words into a vector representation. They capture the semantic meaning of the input text and encode it into a fixed-size vector.
Decoder Models: These models take the vector representation generated by the encoder and convert it back into a sequence of words. This process allows for generating new text based on the encoded information, such as in translation or text generation tasks.
Reference
Research articles on encoder-decoder architectures in NLP
Technical guides on the use of encoder and decoder models in machine translation and text generation


NEW QUESTION # 40
Which statement is NOT true about StreamlitChatMessageHistory?

  • A. A given StreamlitChatMessageHistory will not be shared across user sessions.
  • B. StreamlitChatMessageHistory can be used in any type of LLM application.
  • C. A given StreamlitChatMessageHistory will NOT be persisted.
  • D. StreamlitChatMessageHistory will store messages in Streamlit session state at the specified key.

Answer: B

Explanation:
StreamlitChatMessageHistory is a chat message storage tool in Streamlit, used to manage message history within LLM-powered applications.
Key Features of StreamlitChatMessageHistory:
Stores chat messages within Streamlit's session state.
Not persistent across sessions; resets when the session is closed.
Specific to Streamlit applications, not designed for all LLM applications.
Why Option (D) is Incorrect:
StreamlitChatMessageHistory is designed for Streamlit-based apps.
It is not suitable for all LLM applications, particularly those requiring persistent storage.
Why Other Options Are Correct:
(A) True: Each session has its own instance of StreamlitChatMessageHistory.
(B) True: It is not persisted across sessions.
(C) True: It stores messages in the Streamlit session state.
???? Oracle Generative AI Reference:
While Oracle AI supports various LLM applications, StreamlitChatMessageHistory is limited to Streamlit-based chat interfaces.


NEW QUESTION # 41
What is the primary function of the "temperature" parameter in the OCI Generative AI Generation models?

  • A. Specifies a string that tells the model to stop generating more content
  • B. Determines the maximum number of tokens the model can generate per response
  • C. Controls the randomness of the model's output, affecting its creativity
  • D. Assigns a penalty to tokens that have already appeared in the preceding text

Answer: C


NEW QUESTION # 42
How are fine-tuned customer models stored to enable strong data privacy and security in the OCI Generative AI service?

  • A. Shared among multiple customers for efficiency
  • B. Stored in Object Storage encrypted by default
  • C. Stored in Key Management service
  • D. Stored in an unencrypted form in Object Storage

Answer: B


NEW QUESTION # 43
Which technique involves prompting the Large Language Model (LLM) to emit intermediate reasoning steps as part of its response?

  • A. Chain-of-Through
  • B. In context Learning
  • C. Least to most Prompting
  • D. Step-Bock Prompting

Answer: A


NEW QUESTION # 44
......

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