23
Sep
EleutherAI is proud to introduce a joint project with Cerebras on spreading the implementation details of muTransfer with the wider model training community! We provide a simple port of μP to the popular nanoGPT library at https://github.com/EleutherAI/nanoGPT-mup, and encourage readers to refer to this implementation throughout this blog. Maximal Update Parameterization (μP) offers significant advantages for neural network training, but its adoption has been limited due to the complexity of the underlying math and the challenges in implementation. This guide aims to lower those barriers by providing a clear and practical overview of μP. By using μP, you can achieve…