mistral-exam-generator/README.md

license, language, base_model, pipeline_tag, tags

license	language	base_model	pipeline_tag	tags
apache-2.0	ar en	mistralai/Mistral-7B-v0.1	text-generation	quiz-generator exam-generator educational

Mistral Exam Generator (كويز جينيريتور)

This model is a fine-tuned version of Mistral, specifically optimized for generating quizzes, exams, and educational questions based on given prompts or contexts.

Model Description

• Task: Text Generation / Question Generation (توليد أسئلة واختبارات)
• Languages Supported: Arabic and English
• Intended Use: Educational applications, teachers' assistance, and automatic quiz generation.

How to use (كيفية الاستخدام برمجياً)

from transformers import AutoModelForCausalLM, AutoTokenizer
import torch

model_id = "oewis16/mistral-exam-generator"

tokenizer = AutoTokenizer.from_pretrained(model_id)
model = AutoModelForCausalLM.from_pretrained(
    model_id, 
    torch_dtype=torch.float16, 
    device_map="auto"
)

prompt = "اكتب سؤال اختيار من متعدد عن الذكاء الاصطناعي مع الإجابات:"
inputs = tokenizer(prompt, return_tensors="pt").to("cuda")
outputs = model.generate(**inputs, max_new_tokens=150)
print(tokenizer.decode(outputs[0], skip_special_tokens=True))