Parameter Sharing

Definitions

1. A design approach where the same parameters are reused across different parts of a model or across multiple computations. Parameter sharing can reduce model size and sometimes improve generalization.

   In plain English: Reusing the same parameters in multiple parts of a model.

   Example: "The architecture relied on parameter sharing to keep memory usage manageable on the target hardware."

Related Terms

• AI Architecture
• AI Layer
• AI Stack
• Dense Model
• Linearized Attention
• Memory Module
• Mixture of Depths
• Parameter Efficient
• Prompt Compression
• RAG Architecture
• Sparse Model
• Token Merging
• Window Attention