Solshine/LORA-Adapters-Mistral7B-NaturalFarmerV2

Uploaded model

• Developed by: Caleb DeLeeuw; Copyleft Cultivars, a nonprofit
• License: Hippocratic 3.0 CL-Eco-Extr https://firstdonoharm.dev/version/3/0/cl-eco-extr.html
• Finetuned from model : unsloth/mistral-7b-instruct-v0.2-bnb-4bit
• Dataset Used : CopyleftCultivars/Training-Ready_NF_chatbot_conversation_history currated from real-world agriculture and natural farming questions and the best answers from a previous POC chatbot which were then lightly editted by domain experts

Using real-world user data from a previous farmer assistant chatbot service and additional curated datasets (prioritizing sustainable regenerative organic farming practices,) Gemma 2B and Mistral 7B LLMs were iteratively fine-tuned and tested against eachother as well as basic benchmarking, whereby the Gemma 2B fine-tune emerged victorious, while this Mistral fine-tune was still viable. LORA adapters were saved for each model.

Shout out to roger j (bhugxer) for help with the dataset and training framework.

This mistral model was trained with Unsloth and Huggingface's TRL library.