It seems many lists online don't include "The Song Remains the Same" in typical main discography lists, including on the main article of Wikipedia. When I ask

It seems many lists online don't include "The Song Remains the Same" in typical main discography lists, including on the main article of Wikipedia. When I ask this question to Mistral 7B (running right now through ollama on mac) I get the exact list of studio albums as seen on Wikipedia. It got 'Coda' but it actually says "Please note that "Coda" is a compilation album and not an original studio album" which is correct. If you think about these models as a knowledge compression it's pretty wild it's able to hold all this in only a few gigabytes and we get subtle understandings of human language, and some basic general natural language processing capabilities to go with it... all spitting out of 4GB (when quantized). Like, sure you could compress most of the text in wikipedia to 4GB but that alone wouldn't get you to the level of natural language reasoning that this gets along with the data. For me, it's much less about what definite facts are stored losslessly in the model (like Led Zep albums) and more about the abilities to do one-shot learning and reasoning about data in context... the power there is useful to many applications.