AgronomYi-hermes-34B
![](https://cdn-uploads.huggingface.co/production/uploads/63042a3d7373aacccd896484/TwXNxFw8zSLuWjiYL41Bj.jpeg)
About
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.
Benchmark comparison
Model Name | Score | Date Tested |
---|---|---|
gpt-4 | 85.71% | 2024-01-15 |
agronomYi-hermes-34b | 79.05% | 2024-01-15 |
mistral-medium | 77.14% | 2024-01-15 |
nous-hermes-yi-34b | 76.19% | 2024-01-15 |
mixtral-8x7b-instruct | 72.38% | 2024-01-15 |
claude-2 | 72.38% | 2024-01-15 |
yi-34b-chat | 71.43% | 2024-01-15 |
norm | 69.52% | 2024-01-17 |
openhermes-2.5-mistral-7b | 69.52% | 2024-01-15 |
gpt-3.5-turbo | 67.62% | 2024-01-15 |
mistral-7b-instruct | 61.9% | 2024-01-15 |
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