Flash normalization: fast RMSNorm for LLMs
Autor: | Graef, Nils, Clapp, Matthew, Wasielewski, Andrew |
---|---|
Rok vydání: | 2024 |
Předmět: | |
Druh dokumentu: | Working Paper |
Popis: | RMSNorm is used by many LLMs such as Llama, Mistral, and OpenELM. This paper details FlashNorm, which is an exact but faster implementation of RMSNorm followed by linear layers. See https://huggingface.co/open-machine/FlashNorm for code and more transformer tricks. Comment: 7 pages, 8 figures |
Databáze: | arXiv |
Externí odkaz: |