As a point of comparison, the Llama 3.2 3B model is 6.5GB. The entirety of English wikipedia text is 19GB (as compressed with an algorithm from 1996, newer compression formats might do better).

Its not a perfect comparison and Llama does a lot more than English, but I would say 6.5GB of data can certainly contain a lot of knowledge.