Key Components of LCM
- 📝 The LCM operates on an explicit higher-level semantic representation, simplifying the process for Meta.
- 🌎 Meta defines a concept as an abstract atomic idea, often corresponding to a single human sentence in a text document.
- 📊 The LCM aims to train a new embedding space optimized for a reasoning architecture, using a sentence-level multimodal and language-agnostic representation called Sona.
- 🤖 The Sona technology relies on a Transformer-based architecture, initialized with a pre-trained machine translation model weight structure.