代写DASC7606 Assignment II: Machine Translation代做Java程序

DASC7606

Assignment II: Machine Translation

Optional Assignment:

• This assignment is optional due to the coming final exams

• The final assignment grades will be the maximum between Assignment 1 and 2

Objectives:

• Use the Hugging Face Hub for datasets: discover, download, and prepare translation datasets

• Load pretrained models and tokenizers from the community

• Build training pipelines using transformers, datasets, accelerate, and evaluate

• Fine-tune a translation model end-to-end for a chosen language pair (zh-sim->en)

• Evaluate translation quality using BLEU (via sacrebleu) and report results

• Develop debugging skills for identifying and fixing common deep learning issues in HF version