Pathways Language Model, a 540B-parameter Transformer achieving breakthrough performance on many benchmarks:contentReference[oaicite:8]{index=8}.
Technical Specifications
Parameters
540
Context Length
8.2K
Architecture
Transformer-based decoder-only model with 540 billion parameters, utilizing SwiGLU activation and parallel layers
Score
0.0
Typical Use Cases
Natural language understanding tasks such as sentiment analysis, named entity recognition, text classification, and question answering
Natural language generation tasks including creative writing, technical documentation, conversational responses, and content summarization
Multilingual tasks such as translation and generating text in various languages
Reasoning and problem-solving tasks like multi-step mathematical problem-solving, logical deduction, and common sense reasoning
Code generation and understanding tasks including code completion, bug detection and fixing, explaining code functionality, and translating between programming languages