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LORA-Adapters-Mistral7B-NaturalFarmerV3
Solshine/LORA-Adapters-Mistral7B-NaturalFarmerV3
LORA-Adapters-Mistral7B-NaturalFarmerV3 is a machine learning model from Solshine. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as other.
- 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)
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Updated Mar 25, 2024
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168 MB
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.safetensors168 MB · 100%
At a glance
- Library
- transformers
- License
- other
- Access
- Public
- Created
- Mar 21, 2024
- Updated
- Mar 25, 2024
- SHA
- be6e5906
Base models
Model card
From the Hugging Face model README
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
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. LORA adapters were saved for each model.
V3 here scored better in agriculture-focused prelim testing than V1 or V2 of the Mistral series of fine-tunes for the selected dataset.
This mistral model was trained with Unsloth and Huggingface's TRL library.
- Library
- transformers
- License
- other
- Languages
- en
- Created
- Mar 21, 2024
- Updated
- Mar 25, 2024