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autoscientist-agriculture-qlora
Rishidar/autoscientist-agriculture-qlora
autoscientist-agriculture-qlora is a machine learning model from Rishidar. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Qwen2.5-0.5B-Instruct adapted for agriculture via Adaption Labs AutoScientist v5: 4-bit QLoRA SFT (r=32, alpha=64) then DPO (beta=0.1) on chosen/rejected pairs.
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At a glance
- Model type
- qwen2
- Access
- Public
- Created
- Jul 3, 2026
- Updated
- Jul 3, 2026
- SHA
- 63caea57
Base models
Model card
From the Hugging Face model README
AutoScientist Competition — Agriculture Model
Qwen2.5-0.5B-Instruct adapted for agriculture via Adaption Labs AutoScientist v5: 4-bit QLoRA SFT (r=32, alpha=64) then DPO (beta=0.1) on chosen/rejected pairs.
- DPO reward accuracy: 1.0
- DPO reward margin: 11.422100587324662
Dataset: Rishidar/autoscientist-agriculture-dataset. Also mirrored on Kaggle: rishidard/autoscientist-agriculture-qlora.
- Type
- qwen2
- Languages
- en
- Created
- Jul 3, 2026
- Updated
- Jul 3, 2026