transformers online with Winfy

We have hosted the application transformers in order to run this application in our online workstations with Wine or directly.

Quick description about transformers:

Transformers provides APIs and tools to easily download and train state-of-the-art pre-trained models. Using pre-trained models can reduce your compute costs, carbon footprint, and save you the time and resources required to train a model from scratch. These models support common tasks in different modalities. Text, for tasks like text classification, information extraction, question answering, summarization, translation, text generation, in over 100 languages. Images, for tasks like image classification, object detection, and segmentation. Audio, for tasks like speech recognition and audio classification. Transformers provides APIs to quickly download and use those pretrained models on a given text, fine-tune them on your own datasets and then share them with the community on our model hub. At the same time, each python module defining an architecture is fully standalone and can be modified to enable quick research experiments.

Features:

• Text, for tasks like text classification
• Images, for tasks like image classification
• Audio, for tasks like speech recognition and audio classification
• Transformers is backed by the three most popular deep learning libraries � Jax, PyTorch and TensorFlow
• Transformers provides APIs to quickly download and use those pretrained models on a given text,
• Object detection, and segmentation

Programming Language: Python.
Categories: