ALIGN vs Codex

ALIGN (Large-scale ImaGe and Noisy-text embedding) is a vision-language model developed by Google Research in 2021. The model utilizes a dual-encoder architecture and is trained using contrastive learning on a massive dataset of over one billion noisy image-text pairs collected from the web without extensive cleaning. By relying on the sheer volume of data, ALIGN demonstrated that visual and visio...

Codex is a generative pre-trained model developed by OpenAI and introduced in 2021, specifically designed to translate natural language prompts into functional computer code. As a descendant of the GPT-3 language model, it was further fine-tuned on billions of lines of source code from public GitHub repositories. Codex served as the underlying artificial intelligence engine for the initial release...