Translated data: Researchers have utilized interpolation techniques to expand the context window of the open-source language model LLaMA by tenfold, reaching approximately 32,000 tokens, thereby developing a new open-source language model named Giraffe. This model is suitable for commercial applications that process dozens of pages of text, providing significant insights into the study of large-context language models. However, the research also points out that current technologies have limitations and require customized tests to assess performance on tasks involving long contexts.