Javanese GPT-2 Small IMDB is a causal language model based on the GPT-2 model. It was trained on Javanese IMDB movie reviews. The model was originally the pretrained Javanese GPT-2 Small model and is later fine-tuned on the Javanese IMDB movie review dataset. It achieved a perplexity of 60.54 on the validation dataset. Many of the techniques used are based on a Hugging Face tutorial notebook written by Sylvain Gugger. Hugging Face’s Trainer class from the Transformers) library was used to train the model. PyTorch was used as the backend framework during training, but the model remains compatible with TensorFlow nonetheless. The model was trained for 5 epochs and the following is the final result once the training ended. Do consider the biases which came from the IMDB review that may be carried over into the results of this model. Javanese GPT-2 Small was trained and evaluated by Wilson Wongso. All computation and development are done on Google Colaboratory using their free GPU access.
Модальности:
Генерация текста
Языки программирования:
Java
Задача: Генерация текста
Автор: w11wo
Теги: tf, jax, gpt2, javanese-gpt2-small-imdb, jv, text-generation-inference, endpoints_compatible
Лайков: 3 | Загрузок: 34
Описание основано на материалах HuggingFace. Перевод выполнен автоматически.
