nassimjp/pashto-100k-ministral-messages

Pashto‑100k‑Ministral‑Messages

📌 Dataset Structure

Each row is a JSON object containing:

{
  "messages": [
    { "role": "user", "content": "..." },
    { "role": "assistant", "content": "..." }
  ]
}

• —Fully compatible with Ministral‑Instruct, Llama‑3‑Instruct, Qwen‑Instruct, and other chat‑template‑based models.
• —All samples are cleaned, normalized, and formatted for direct SFT training.

📊 Dataset Size

• —Total samples: 101,594
• —Format: JSONL
• —Auto‑converted Parquet version: Available for fast loading in the HF viewer
• —Language: Pashto (پښتو)

🎯 Intended Use

This dataset is suitable for:

• —Supervised fine‑tuning (SFT)
• —Chat‑style instruction tuning
• —Pashto conversational agents
• —Pashto educational and reasoning models
• —Multilingual LLM augmentation

🧪 Example

{
  "messages": [
    {
      "role": "user",
      "content": "د نجونو لپاره د آنلاین زده کړې خوندي چاپیریال څنګه رامنځته کړو؟"
    },
    {
      "role": "assistant",
      "content": "د نجونو لپاره د آنلاین زده کړې خوندي چاپیریال جوړولو لپاره لومړی د ډیجیټل امنیت تنظیمات فعال کړئ..."
    }
  ]
}

🤝 Credits — Open Source Community

This dataset would not exist without the hard work of many open‑source Pashto NLP contributors who cleaned, normalized, and prepared foundational Pashto text resources over the years.

We acknowledge and appreciate the efforts of:

• —Pashto open‑source developers
• —Pashto NLP researchers
• —Community dataset curators
• —Volunteers who cleaned and structured Pashto text
• —Contributors who shared Pashto educational, conversational, and reasoning datasets
• —All individuals whose work helped build the foundation for Pashto LLM development

This dataset stands on the shoulders of the Pashto open‑source community. Thank you for helping advance Pashto AI.

📥 Loading the Dataset

from datasets import load_dataset

ds = load_dataset("nassimjp/pashto-100k-ministral-messages")
print(ds["train"][0])

📜 License — Apache License 2.0

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this dataset except in compliance with the License.
You may obtain a copy of the License at

    http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, data
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.

✨ Author

Dataset curated and published by nassimjp.

🙌 Contributions

Contributions, improvements, and additional Pashto datasets are welcome. Feel free to open a PR or issue on the dataset page.