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What is one common way to describe how large language models (LLMs) are trained?
What is one common way to describe how large language models (LLMs) are trained?
- Applying reinforcement learning
- Minimizing the loss function (correct)
- Utilizing unsupervised learning
- Using convolutional layers
What key aspect of LLMs makes them different from traditional machine learning models?
What key aspect of LLMs makes them different from traditional machine learning models?
- They avoid model training
- They solely rely on feed-forward layers
- They disregard word predictions
- They incorporate attention layers (correct)
Which statement accurately reflects the role of LLMs in text generation tasks?
Which statement accurately reflects the role of LLMs in text generation tasks?
- They predict the next word in a sequence of text (correct)
- They generate text by mimicking human cognitive processes
- They predict every word in a given text simultaneously
- They generate text based on reinforcement learning principles
What fundamental requirement is essential for training effective large language models?
What fundamental requirement is essential for training effective large language models?
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Which component plays a crucial role in enabling large language models to comprehend and generate text efficiently?
Which component plays a crucial role in enabling large language models to comprehend and generate text efficiently?
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