Update README.md

README.md

@@ -30,3 +30,46 @@ configs:
   - split: validation
     path: data/validation-*
 ---
+
+# 🐍 CodeParrot Python Only
+
+This dataset contains **Python-only source code** extracted from the larger [CodeParrot](https://huggingface.co/datasets/codeparrot) corpus. It includes high-quality `.py` files filtered from public GitHub repositories and curated for use in training large language models (LLMs) on Python code generation tasks.
+
+## 📦 Dataset Summary
+
+- ✅ Filtered to include **only Python code**
+- 🧹 Cleaned to remove non-source content (e.g., binaries, notebooks, scripts with mixed languages)
+- 🧠 Ideal for training or evaluating code generation models
+- 🧾 Each entry is a code snippet or full Python file stored as raw text
+
+## 💡 Use Cases
+
+This dataset is best suited for:
+
+- Training/fine-tuning LLMs for:
+  - Python code generation
+  - Auto-completion
+  - Bug detection
+  - Code summarization
+- Evaluating code-specific capabilities of general LLMs
+- Research in code intelligence, representation learning, and software engineering
+
+## 📁 Example Format
+
+Each record is a single code block:
+
+```json
+{
+  "code": "def hello_world():\n    print('Hello, world!')"
+}
+```
+
+🚀 How to Use
+
+```
+from datasets import load_dataset
+
+ds = load_dataset("theothertom/codeparrot-python-only")
+print(ds["train"][0]["code"])
+```
+