Agri-SLM India — Crop Recommendation
LoRA fine-tune of microsoft/phi-1_5 on the Kaggle Crop Recommendation Dataset (2,200 real records: soil N-P-K, pH, temperature, humidity, rainfall -> recommended crop).
What it does
Given soil nutrient and climate readings, recommends one of 22 crops.
What it does NOT do
General farming advice, pest/disease guidance, yield predictions, or anything outside the soil->crop mapping it was trained on. It will produce plausible-sounding but fabricated numbers (e.g. yield figures) for anything outside its training data -- do not trust specific numeric claims from it.
Usage
Prompt format: Question: <soil/climate description>\nAnswer:
Training data
Kaggle Crop Recommendation Dataset by Atharva Ingle -- check the dataset's license before assuming redistribution rights for the raw data itself.
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Model tree for Vrizzo/agri_slm
Base model
microsoft/phi-1_5