First download Fasttext Crawl 300D into input folder from this link https://www.kaggle.com/yekenot/fasttext-crawl-300d-2m For generating outputs run the notebook. The input to the code is Gap dataset and Crawl embeddings. Ouput is the evaluation score on the test data. If gpu is not available while running the notebook change the statement gpu=True to gpu=False.