NCA-GENL 試験問題を無料オンラインアクセス

What is the Open Neural Network Exchange (ONNX) format used for?

• A.Compressing deep learning models
• B.Representing deep learning models
• C.Sharing neural network literature
• D.Reducing training time of neural networks

Why do we need positional encoding in transformer-based models?

• A.To increase the throughput of the model.
• B.To represent the order of elements in a sequence.
• C.To reduce the dimensionality of the input data.
• D.To prevent overfitting of the model.

Which of the following is a parameter-efficient fine-tuning approach that one can use to fine-tune LLMs in a memory-efficient fashion?

• A.LoRA
• B.NeMo
• C.Chinchilla
• D.TensorRT

Which of the following claims is correct about TensorRT and ONNX?

• A.TensorRT is used for model deployment and ONNX is used for model interchange.
• B.TensorRT is used for model creation and ONNX is used for model interchange.
• C.TensorRT is used for model deployment and ONNX is used for model creation.
• D.TensorRT is used for model creation and ONNX is used for model deployment.

Which metric is primarily used to evaluate the quality of the text generated by language models?

• A.Accuracy
• B.Recall
• C.Precision
• D.Perplexity