Update dataset card

README.md

@@ -1,31 +1,119 @@
 ---
-dataset_info:
-  features:
-  - name: id
-    dtype: string
-  - name: conversations
-    list:
-    - name: content
-      dtype: string
-    - name: role
-      dtype: string
-  - name: category
-    dtype: string
-  - name: is_referral
-    dtype: string
-  - name: question_length
-    dtype: int64
-  - name: answer_length
-    dtype: int64
-  splits:
-  - name: train
-    num_bytes: 19310637
-    num_examples: 11703
-  download_size: 8043699
-  dataset_size: 19310637
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
+language:
+- ar
+license: apache-2.0
+task_categories:
+- text-generation
+- question-answering
+pretty_name: Fatwa Training Dataset (Standardized)
+tags:
+- islamic-jurisprudence
+- fatwa
+- sharia
+- fiqh
+- arabic
+- training
+- standardized
+- sahm-benchmark
 ---
+
+# Fatwa Training Dataset (Standardized)
+
+## Dataset Description
+
+This is the standardized conversation-format version of the Fatwa training dataset, containing Islamic jurisprudence Q&A pairs for training language models on Islamic legal rulings and religious guidance.
+
+### Dataset Summary
+
+- **Language:** Arabic
+- **Size:** ~11,700 training examples
+- **Domain:** Islamic jurisprudence, Sharia law, Fiqh
+- **Format:** Conversational (human-agent pairs)
+- **Task:** Islamic fatwa generation and religious Q&A
+
+## Dataset Structure
+
+### Data Fields
+
+- `id`: Unique identifier for each example
+- `conversations`: List containing human-agent dialogue
+  - Human role: Contains the question with Islamic context framing
+  - Agent role: Contains the fatwa/religious ruling
+- `category`: Category of the fatwa (e.g., murabaha, zakat, riba, etc.)
+- `is_referral`: Whether the answer mainly refers to other sources
+- `question_length`: Length of the question in characters
+- `answer_length`: Length of the answer in characters
+
+## Categories
+
+The dataset covers various Islamic jurisprudence topics including:
+- Murabaha (Islamic financing)
+- Zakat (obligatory charity)
+- Riba (usury/interest)
+- Salah (prayer)
+- Hajj (pilgrimage)
+- Business transactions
+- Family law
+- And many more categories
+
+## Example
+
+```json
+{
+  "id": "fatwa_00446",
+  "conversations": [
+    {
+      "role": "human",
+      "content": "بناءً على أحكام الشريعة الإسلامية والفقه الإسلامي، أجب على السؤال التالي بفتوى شرعية مفصلة ومدعمة بالأدلة عند الإمكان.\n\nالسؤال: تحريم الشيء هل يقتضي الفساد؟\n\nالفتوى الشرعية:"
+    },
+    {
+      "role": "agent",
+      "content": "قد يقتضي الفساد، وقد لا يقتضي الفساد، فالنهي عن البيع يقتضي فساد البيع..."
+    }
+  ],
+  "category": "riba",
+  "is_referral": "NO",
+  "question_length": 45,
+  "answer_length": 234
+}
+```
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+# Load the dataset
+dataset = load_dataset("SahmBenchmark/fatwa-training_standardized")
+train_data = dataset['train']
+
+# Access an example
+example = train_data[0]
+conversation = example['conversations']
+print(f"Category: {example['category']}")
+print(f"Question: {conversation[0]['content']}")
+print(f"Fatwa: {conversation[1]['content']}")
+```
+
+## Training Considerations
+
+When using this dataset for training:
+- Ensure the model understands the religious and cultural context
+- Be aware that fatwas may vary based on different schools of Islamic thought
+- The dataset represents specific interpretations and should be used accordingly
+- Consider the sensitivity of religious rulings in production applications
+
+## Citation
+
+```bibtex
+@dataset{fatwa_training_standardized_2025,
+  title={Fatwa Training Dataset (Standardized)},
+  author={SahmBenchmark},
+  year={2025},
+  publisher={Hugging Face}
+}
+```
+
+## Disclaimer
+
+This dataset is for academic and research purposes. Religious rulings should be sought from qualified Islamic scholars for practical application.