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README.md
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---
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dataset_info:
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features:
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- name: conversation
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data_files:
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- split: train
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path: data/train-*
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---
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---
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size_categories: n<1K
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dataset_info:
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features:
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- name: conversation
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data_files:
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- split: train
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path: data/train-*
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tags:
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- synthetic
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- distilabel
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- rlaif
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---
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<p align="left">
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<a href="https://github.com/argilla-io/distilabel">
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<img src="https://raw.githubusercontent.com/argilla-io/distilabel/main/docs/assets/distilabel-badge-light.png" alt="Built with Distilabel" width="200" height="32"/>
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</a>
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</p>
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# Dataset Card for uplimit-synthetic-data-week-2-with-multi-turn
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This dataset has been created with [distilabel](https://distilabel.argilla.io/).
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The pipeline script was uploaded to easily reproduce the dataset:
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[colab_kernel_launcher.py](https://huggingface.co/datasets/jsimon-pfpt/uplimit-synthetic-data-week-2-with-multi-turn/raw/main/colab_kernel_launcher.py).
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It can be run directly using the CLI:
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```console
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distilabel pipeline run --script "https://huggingface.co/datasets/jsimon-pfpt/uplimit-synthetic-data-week-2-with-multi-turn/raw/main/colab_kernel_launcher.py"
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```
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## Dataset Summary
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This dataset contains a `pipeline.yaml` which can be used to reproduce the pipeline that generated it in distilabel using the `distilabel` CLI:
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```console
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distilabel pipeline run --config "https://huggingface.co/datasets/jsimon-pfpt/uplimit-synthetic-data-week-2-with-multi-turn/raw/main/pipeline.yaml"
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```
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or explore the configuration:
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```console
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distilabel pipeline info --config "https://huggingface.co/datasets/jsimon-pfpt/uplimit-synthetic-data-week-2-with-multi-turn/raw/main/pipeline.yaml"
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```
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## Dataset structure
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The examples have the following structure per configuration:
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<details><summary> Configuration: default </summary><hr>
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```json
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{
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"chosen": null,
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"conversation": [],
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"distilabel_metadata": {
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"raw_input_chat_generation_0": null,
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"raw_input_chat_generation_1": null,
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"raw_output_chat_generation_0": null,
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"raw_output_chat_generation_1": null,
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"statistics_magpie_generator_0": {
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"input_tokens": [
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85,
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85
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],
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"output_tokens": [
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0,
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0
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]
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}
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},
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"model_name": null,
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"rejected": null
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}
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```
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This subset can be loaded as:
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```python
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from datasets import load_dataset
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ds = load_dataset("jsimon-pfpt/uplimit-synthetic-data-week-2-with-multi-turn", "default")
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```
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Or simply as it follows, since there's only one configuration and is named `default`:
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```python
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from datasets import load_dataset
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ds = load_dataset("jsimon-pfpt/uplimit-synthetic-data-week-2-with-multi-turn")
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```
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</details>
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## References
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```
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@misc{xu2024magpiealignmentdatasynthesis,
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title={Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing},
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author={Zhangchen Xu and Fengqing Jiang and Luyao Niu and Yuntian Deng and Radha Poovendran and Yejin Choi and Bill Yuchen Lin},
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year={2024},
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eprint={2406.08464},
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archivePrefix={arXiv},
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primaryClass={cs.CL},
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url={https://arxiv.org/abs/2406.08464},
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}
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```
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