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README.md

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+---
+license: apache-2.0
+language:
+- sd
+tags:
+- sindhi
+- sft
+- instruct
+- linguistics
+- logic
+pretty_name: Sindhi Intelligence Core SFT
+size_categories:
+- 100K<n<1M
+task_categories:
+- text-generation
+- question-answering
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train.jsonl
+---
+
+# 🧠 Sindhi Intelligence Core SFT
+
+This is a premium, high-density instruction dataset designed for training Large Language Models (LLMs) to master the Sindhi language. With **361,225 rows**, it provides a robust foundation for grammar, factual knowledge, and logical reasoning.
+
+## 📊 Dataset Summary
+This dataset was created by consolidating multiple high-quality Sindhi corpora into a unified **ChatML** format. It is specifically optimized for **Supervised Fine-Tuning (SFT)**.
+
+## 📁 Data Structure
+- **Format:** JSON Lines (.jsonl)
+- **Total Rows:** 361,225
+
+## 🔍 Data Sources & Credits
+Special thanks to the researchers whose work forms the core of this dataset:
+- **AMBILE Team**: Sindhi WordNet (Grammar & Gender)
+- **Danish Mahdi**: Encyclopedia Sindhiana, Legal Dataset, & News Corpora
+- **Owais Raza**: Daily Kawish Articles & Linguistic processing
+
+## 📜 Citation
+If you use this dataset, please cite:
+https://huggingface.co/datasets/aakashMeghwar01/Sindhi-Intelligence-Core-SFT