XGen-7B: Long Sequence Modeling with (up to) 8K Tokens. Overview, Dataset & Google Colab Code.

Are Open LLMs any good when it comes to longer texts?

In this video, we dive into the world of Long Sequence Modeling, exploring a 7B LLM, XGen-7B. With an impressive 8K input sequence length and fine-tuning on public-domain instructional data, XGen-7B promises a competition against state-of-the-art LLMs. We'll look at performance on standard NLP benchmarks, long sequence modeling tasks, and code generation.

I'll take you through the process of loading the instruction model in a Google Colab Notebook and …

code colab competition data dataset fine-tuning good google llm llms modeling overview public tokens video world