【电影】变形金刚

原形：transformer复数：transformers

They traced the trouble to a faulty transformer.
他们查出故障出在一个有毛病的变压器上。
He wanted to buy a 220 volt transformer.
他要买个二百二十伏特的变压器。
The Transformer architecture has revolutionized the field of Natural Language Processing.
变换器架构已经彻底改变了自然语言处理领域。
In the Transformer model, self-attention mechanisms allow each word to attend to all other words in the sequence.
在变换器模型中，自注意力机制使得每个词可以关注序列中的所有其他词。
The Transformer network excels at parallel processing, making it highly efficient for large-scale tasks.
变换器网络在并行处理方面表现出色，使其在大规模任务中非常高效。
Transformer-based models like BERT have achieved state-of-the-art performance in various NLP benchmarks.
基于变换器的模型，如BERT，在各种NLP基准测试中达到了最先进的性能。
The positional encoding in a Transformer is crucial for preserving the order of input sequences.
变换器中的位置编码对于保持输入序列的顺序至关重要。
Transformers have been adopted not only in NLP but also in computer vision and speech recognition.
变换器不仅被应用于自然语言处理，也被应用于计算机视觉和语音识别。
The decoder part of the Transformer is responsible for generating the output sequence based on the encoded input.
变换器的解码器部分负责根据编码的输入生成输出序列。
In the Transformer, multi-head attention allows the model to capture different contextual information from multiple perspectives.
在变换器中，多头注意力允许模型从多个角度捕获不同的上下文信息。
Fine-tuning a pre-trained Transformer model on specific downstream tasks often yields better results than training from scratch.
对预训练的变换器模型进行微调，通常在特定下游任务上比从零开始训练能获得更好的结果。
The Transformer's ability to handle long-range dependencies makes it suitable for complex language understanding tasks.
变换器处理长程依赖的能力使其适合于复杂的语言理解任务。