From Prompting to Preference Optimization: A Comparative Study of LLM-based Automated Essay Scoring
Paper • 2603.06424 • Published • 2
How to use MinhDS/Mistral-7b-SFT-AES with Transformers:
# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("MinhDS/Mistral-7b-SFT-AES", device_map="auto")Fine-tuned Mistral-7b specifically for evaluating IELTS essays.
Paper: arXiv:2603.06424 · Hugging Face Papers
Our model, based on Mistral-7b, has been fine-tuned using QLoRA on a dataset comprising over 9,000 samples of IELTS essays. It is tailored to evaluate IELTS essays with precision and accuracy