Overview
Text-based language models are the foundation of modern AI systems, capable of understanding, generating, and manipulating text in various forms.
Key Capabilities
Understanding
- Natural language comprehension
- Context understanding
- Semantic analysis
- Entity recognition
Generation
- Text completion
- Creative writing
- Code generation
- Translation
Popular Models
| Model | Provider | Key Features | Use Cases |
|---|---|---|---|
| GPT-4 | OpenAI | Advanced reasoning, coding | General purpose, development |
| Claude | Anthropic | Constitutional AI, safety | Research, analysis |
| LLaMA 2 | Meta | Open source, efficient | Custom applications |
Applications
- Chatbots and virtual assistants
- Content generation and editing
- Code development and debugging
- Language translation
- Text analysis and summarization