We have build several demonstration projects to showcase our knowledge of AI systems.
Lanuage models
GPT (Generative Pre-trained Transformer) is a cutting-edge language model developed by OpenAI. It utilizes a transformer architecture to understand and generate human-like text based on vast amounts of pre-existing data. This demo showcases a miniature version of GPT written from scratch and trained on a corpus of Shakespearean texts. By pressing the button, you’ll witness the model’s ability to generate text reminiscent of Shakespeare’s style. You can find the code for this demo on GitHub, allowing you to explore and interact with the model yourself.
Additionally, it’s worth noting that the model is built in PyTorch, a popular deep learning framework, and then exported to ONNX format so it can be loaded and run in the browser for the purpose of this demo.
Note that the model can take a while to download and load as it’s approximately 40 megabytes in size.
