How to use the llama 3.1 to generate the embedding?

[Yan2266336]

Hi authors,
Recently, I tried to transform the llama 3.1-8b-instruct model into an embedded model via the llm2vec framework. but maybe the structure of the llama-3.1 model is different from the llama-3 model, when I set up the config of the llama 3.1 model, an issue appeared.

What should I do? Should I modify it somewhere?
Thank you