---
language: en
license: mit
tags:
  - hr
  - policies
  - compliance
  - qa
  - synthetic-data
  - dataset-for-llm-training
  - free-datasets
pretty_name: HR Policies Q&A Dataset
---

# 📚 HR Policies Q&A Dataset  

## 🔎 Overview  
This dataset provides **multi-turn Q&A conversations** on **HR policies and compliance**, formatted with `system`, `user`, and `assistant` roles.  
It is designed for:  
- 🤖 **LLM fine-tuning**  
- 💬 **HR & compliance chatbots**  
- 🏢 **Enterprise policy automation**  

By covering **real-world HR scenarios** — such as **policy reviews**, **compliance processes**, and **employee communication** — this dataset helps train assistants that can:  

✅ Clarify company policies  
✅ Ensure consistent employee communication  
✅ Reduce HR team workload  
✅ Support compliance and governance initiatives  

---

## 📝 Example Entries  

| Role        | Content                                                                 |
|-------------|-------------------------------------------------------------------------|
| **system**  | You are an informative assistant.                                       |
| **user**    | How often is the company policy reviewed and updated?                   |
| **assistant** | The company policy is reviewed annually and updated as necessary to ensure ongoing compliance with applicable laws and best practices. |

---

| Role        | Content                                                                 |
|-------------|-------------------------------------------------------------------------|
| **system**  | You are an informative assistant.                                       |
| **user**    | Who should I contact if I have questions about the Anti-Bribery and Anti-Corruption Policy? |
| **assistant** | You should contact the Compliance Team. You can reach them at the designated HR or compliance email address provided by your organization. |

---

## 🌟 Why This Dataset Matters  
HR teams often face **repetitive queries** about leave rules, compliance obligations, and policy updates.  
By using this dataset, developers can build HR assistants that:  

- ⚡ Automate policy FAQs  
- 🙋 Improve employee experience  
- 🔒 Maintain compliance at scale  

👉 This makes it a **practical dataset for LLM training in enterprise environments**.  

---

## 🚀 Quick Links  
- [📥 **Get Dataset Now**](https://huggingface.co/datasets/syncora/hr-policies-qa-dataset/blob/main/dataset.jsonl)  
- [📓 **Open Notebook**](https://huggingface.co/datasets/syncora/hr-policies-qa-dataset/blob/main/HR_policy_dataset.ipynb)  
- [⚡ **Generate Synthetic Data**](https://huggingface.co/spaces/syncora/synthetic-generation)  

---

## 📂 Dataset Details  
- **Domain:** HR Policies and Compliance Communication  
- **Format:** JSON (multi-turn conversations with `system`, `user`, `assistant`)  
- **Best for:**  
  - 🤖 HR chatbot training  
  - 📑 Policy and compliance assistants  
  - 👩‍💼 Employee support automation  
- **Category:** Free datasets for LLM training  

---

## 🛠️ Synthetic Data Generation with Syncora.ai  
This dataset was enhanced using **Syncora.ai’s synthetic data generation pipeline**.  

Our process ensures:  
- 🟢 **Simplicity:** Easy to generate synthetic data  
- 🟢 **Reliability:** High-quality, structured outputs  
- 🟢 **Privacy-first:** Sensitive details removed, safe for enterprise use  

If you need **custom datasets for LLM training**, visit [🌐 Syncora.ai](https://syncora.ai).  

---

## 📜 License  
Open for research and educational use.