About this document
Streamlining LLMs with SLEB Pruning by Saurabh Dadhich is a document available to read on EtoBox.
The document introduces SLEB, a novel approach for streamlining large language models (LLMs) by eliminating redundant transformer blocks to enhance processing speed and efficiency. SLEB addresses challenges associated with traditional pruning methods, achieving better inference speedup while maintaining linguistic capabilities without extensive training. Experimental results demonstrate that SLEB outperforms existing LLM pruning techniques, making it a promising solution for improving LLM deployment in prac
- Author
- Saurabh Dadhich
- Language
- EN