AgronomYi is a fine tune of Nous-Hermes-2-Yi-34B, which uses Yi-34B as the base model. I fine tuned this with agronomy data (exclusively textbooks & university extension guides), full training data set here). AgronomYi outperforms all models on the benchmark except for gpt-4, and consistently beats the base model by 7-9% and the hermes fine tune by 3-5%. I take this to mean that even better results can be acheived with additional fine tuning, and larger models tend to perform better in general.