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Model: oewis16/mistral-exam-generator
Source: Original Platform

README.md

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+---
+license: apache-2.0
+language:
+- ar
+- en
+base_model: mistralai/Mistral-7B-v0.1
+pipeline_tag: text-generation
+tags:
+- 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)
+
+```python
+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))