1z0-1127-24 試験問題を無料オンラインアクセス

How do Dot Product and Cosine Distance differ in their application to comparing text embeddings in natural language?

• A.Dot Product is used for semantic analysis, whereas Cosine Distance is used for syntactic comparisons.
• B.Dot Product calculates the literal overlap of words, whereas Cosine Distance evaluates the stylistic similarity.
• C.Dot Product assesses the overall similarity in content, whereas Cosine Distance measures topical relevance.
• D.Dot Product measures the magnitude and direction vectors, whereas Cosine Distance focuses on the orientation regardless of magnitude.

How does a presence penalty function in language model generation?

• A.It penalizes a token each time it appears after the first occurrence.
• B.It penalizes only tokens that have never appeared in the text before.
• C.It applies a penalty only if the token has appeared more than twice.
• D.It penalizes all tokens equally, regardless of how often they have appeared.

What does a cosine distance of 0 indicate about the relationship between two embeddings?

• A.They are unrelated
• B.They are completely dissimilar
• C.They have the same magnitude
• D.They are similar in direction

How does the architecture of dedicated Al clusters contribute to minimizing GPU memory overhead forT- Few fine-tuned model inference?

• A.By sharing base model weights across multiple fine-tuned model's on the same group of GPUs
• B.By loading the entire model into G PU memory for efficient processing
• C.By optimizing GPIJ memory utilization for each model's unique para
• D.By allocating separate GPUS for each model instance

Given a block of code:
qa = Conversational Retrieval Chain, from 11m (11m, retriever-retv, memory-memory) when does a chain typically interact with memory during execution?

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