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Exercise

Language translation with pretrained PyTorch model

Your team at PyBooks is working on an AI project that involves translation from one language to another. They want to leverage pre-trained models for this task, which can save a lot of training time and resources. The task for this exercise is to set up a translation model from HuggingFace's Transformers library, specifically the T5 (Text-To-Text Transfer Transformer) model, and use it to translate an English phrase to French.

T5Tokenizer, T5ForConditionalGeneration have been loaded for you.

Instructions

100 XP
  • Initialize the tokenizer and model from the pretrained "t5-small" model.
  • Encode the input prompt using the tokenizer, making sure to return PyTorch tensors.
  • Translate the input prompt using model and generate the translated output.