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stem-energy-ministral8
EnergyAI/stem-energy-ministral8
stem-energy-ministral8 is a machine learning model from EnergyAI. 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 peft. The card lists the license as apache-2.0.
Fine-tuned LoRA adapter for Ministral-8B on STEM Energy tasks.
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At a glance
- Library
- peft
- License
- apache-2.0
- Access
- Public
- Created
- Dec 22, 2025
- Updated
- Dec 22, 2025
- SHA
- e2c9b4b4
Base models
Model card
From the Hugging Face model README
Ministral-8B STEM Energy LoRA
Fine-tuned LoRA adapter for Ministral-8B on STEM Energy tasks.
Model Details
- Base model: mistralai/Ministral-8B-Instruct-2410
- Dataset: EnergyAI/stem_energy
- Training method: LoRA (Low-Rank Adaptation)
LoRA Configuration
- r: 64
- alpha: 128
- dropout: 0.05
- Checkpoint: training/sft/logs/stem-min8b
Usage
from peft import PeftModel
from transformers import AutoModelForCausalLM, AutoTokenizer
base_model = AutoModelForCausalLM.from_pretrained("mistralai/Ministral-8B-Instruct-2410")
model = PeftModel.from_pretrained(base_model, "EnergyAI/stem-energy-ministral8")
tokenizer = AutoTokenizer.from_pretrained("mistralai/Ministral-8B-Instruct-2410")
- Library
- peft
- License
- apache-2.0
- Created
- Dec 22, 2025
- Updated
- Dec 22, 2025