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---
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.
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