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---
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datasets:
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- gbstox/agronomy-resources
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---
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base_model: mistralai/Mistral-7B-v0.1
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datasets:
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- gbstox/agronomy-resources
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tags:
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- mistral
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- instruct
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- finetune
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- chatml
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- gpt4
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- synthetic data
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- distillation
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language:
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- en
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---
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# AgronoMistral
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<img src="https://cdn-uploads.huggingface.co/production/uploads/63042a3d7373aacccd896484/UqOsPoPc__ytlGDHYfI9S.jpeg" width="800" >
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# About
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Agronomistral is fine tuned with agronomy information from textbooks, university extension websites, government websites, and agronomic studies.
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<br>Agronomistral consistently outperforms the base model, mistralai/Mistral-7B-v0.1 on the [agronomy benchmark](https://github.com/gbstox/agronomy_llm_benchmarking).
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# Benchmark comparison
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| Model Name | Score | Date Tested |
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|----------------|-------|-----------------|
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| gpt-4-1106-preview | 83.84% | 2024-01-02 |
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| Mixtral-8x7B-Instruct-v0.1 | 75.76% | 2024-01-02 |
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| fbn-norm | 74.75% | 2024-01-02 |
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| gpt-3.5-turbo | 73.74% | 2024-01-02 |
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| OpenHermes-2p5-Mistral-7B | 65.66% | 2024-01-02 |
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| AgronoMistral | 58.59% | 2024-01-08 |
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| mistral-7b-instruct-v0.1_Q5_K_M | 47.47% | 2024-01-08 |
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