Explain Transformers with a production scenario

Quick answer

Transformers is a Python library that gives one consistent way to download and run many pretrained transformer models, such as speech recognition, classification, and text generation, using tokenizers or processors plus the model. In our assistant, one model turns speech into text, a small classifier detects the intent and equipment, and an instruction-tuned language model writes the short answer from the retrieved procedure. The production risks are speech errors on noisy sites and domain words, made-up specs, and latency, so we confirm critical values, take facts only from the manual, and serve models with batching on GPUs.