gabrielmbmb/vllm-structured-generation

---
size_categories: n<1K
dataset_info:
- config_name: default
features:
- name: instruction
dtype: string
- name: structured_output
struct:
- name: format
dtype: string
- name: schema
struct:
- name: properties
struct:
- name: description
struct:
- name: title
dtype: string
- name: type
dtype: string
- name: diet
struct:
- name: title
dtype: string
- name: type
dtype: string
- name: habitat
struct:
- name: title
dtype: string
- name: type
dtype: string
- name: name
struct:
- name: title
dtype: string
- name: type
dtype: string
- name: role
struct:
- name: title
dtype: string
- name: type
dtype: string
- name: species
struct:
- name: title
dtype: string
- name: type
dtype: string
- name: weapon
struct:
- name: title
dtype: string
- name: type
dtype: string
- name: required
sequence: string
- name: title
dtype: string
- name: type
dtype: string
- name: generation_model
dtype: string
- name: generation
dtype: string
- name: distilabel_metadata
struct:
- name: raw_output_structured_generation_0
dtype: string
splits:
- name: train
num_bytes: 538
num_examples: 2
download_size: 13091
dataset_size: 538
- config_name: structured_generation_0
features:
- name: instruction
dtype: string
- name: structured_output
struct:
- name: format
dtype: string
- name: schema
struct:
- name: properties
struct:
- name: description
struct:
- name: title
dtype: string
- name: type
dtype: string
- name: diet
struct:
- name: title
dtype: string
- name: type
dtype: string
- name: habitat
struct:
- name: title
dtype: string
- name: type
dtype: string
- name: name
struct:
- name: title
dtype: string
- name: type
dtype: string
- name: role
struct:
- name: title
dtype: string
- name: type
dtype: string
- name: species
struct:
- name: title
dtype: string
- name: type
dtype: string
- name: weapon
struct:
- name: title
dtype: string
- name: type
dtype: string
- name: required
sequence: string
- name: title
dtype: string
- name: type
dtype: string
- name: generation_model
dtype: string
- name: generation
dtype: string
- name: distilabel_metadata
struct:
- name: raw_output_structured_generation_0
dtype: string
splits:
- name: train
num_bytes: 538
num_examples: 2
download_size: 13091
dataset_size: 538
- config_name: text_generation_0
features:
- name: instruction
dtype: string
- name: structured_output
struct:
- name: format
dtype: string
- name: schema
struct:
- name: properties
struct:
- name: description
struct:
- name: title
dtype: string
- name: type
dtype: string
- name: diet
struct:
- name: title
dtype: string
- name: type
dtype: string
- name: habitat
struct:
- name: title
dtype: string
- name: type
dtype: string
- name: name
struct:
- name: title
dtype: string
- name: type
dtype: string
- name: role
struct:
- name: title
dtype: string
- name: type
dtype: string
- name: species
struct:
- name: title
dtype: string
- name: type
dtype: string
- name: weapon
struct:
- name: title
dtype: string
- name: type
dtype: string
- name: required
sequence: string
- name: title
dtype: string
- name: type
dtype: string
- name: generation
dtype: 'null'
- name: model_name
dtype: 'null'
splits:
- name: train
num_bytes: 440
num_examples: 2
download_size: 11944
dataset_size: 440
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- config_name: structured_generation_0
data_files:
- split: train
path: structured_generation_0/train-*
- config_name: text_generation_0
data_files:
- split: train
path: text_generation_0/train-*
tags:
- synthetic
- distilabel
- rlaif
---

<p align="left">
<a href="https://github.com/argilla-io/distilabel">
<img src="https://raw.githubusercontent.com/argilla-io/distilabel/main/docs/assets/distilabel-badge-light.png" alt="Built with Distilabel" width="200" height="32"/>
</a>
</p>

# Dataset Card for vllm-structured-generation

This dataset has been created with [distilabel](https://distilabel.argilla.io/).

## Dataset Summary

This dataset contains a `pipeline.yaml` which can be used to reproduce the pipeline that generated it in distilabel using the `distilabel` CLI:

```console
distilabel pipeline run --config "https://huggingface.co/datasets/gabrielmbmb/vllm-structured-generation/raw/main/pipeline.yaml"
```

or explore the configuration:

```console
distilabel pipeline info --config "https://huggingface.co/datasets/gabrielmbmb/vllm-structured-generation/raw/main/pipeline.yaml"
```

## Dataset structure

The examples have the following structure per configuration:

<details><summary> Configuration: default </summary><hr>

```json
{
"distilabel_metadata": {
"raw_output_structured_generation_0": "{"
},
"generation": "{",
"generation_model": "meta-llama/Meta-Llama-3-8B-Instruct",
"instruction": "Generate a character from a RPG game.",
"structured_output": {
"format": "json",
"schema": {
"properties": {
"description": {
"title": "Description",
"type": "string"
},
"diet": null,
"habitat": null,
"name": {
"title": "Name",
"type": "string"
},
"role": {
"title": "Role",
"type": "string"
},
"species": null,
"weapon": {
"title": "Weapon",
"type": "string"
}
},
"required": [
"name",
"description",
"role",
"weapon"
],
"title": "Character",
"type": "object"
}
}
}
```

This subset can be loaded as:

```python
from datasets import load_dataset

ds = load_dataset("gabrielmbmb/vllm-structured-generation", "default")
```

Or simply as it follows, since there's only one configuration and is named `default`:

```python
from datasets import load_dataset

ds = load_dataset("gabrielmbmb/vllm-structured-generation")
```

</details>

原始信息汇总

数据集概述

数据集结构

配置: default

• 特征:
  • instruction: 类型为 string
  • structured_output: 结构化输出，包含以下字段:
    • format: 类型为 string
    • schema: 包含以下字段:
      • properties: 包含以下字段:
        • description: 包含 title 和 type，均为 string
        • diet: 包含 title 和 type，均为 string
        • habitat: 包含 title 和 type，均为 string
        • name: 包含 title 和 type，均为 string
        • role: 包含 title 和 type，均为 string
        • species: 包含 title 和 type，均为 string
        • weapon: 包含 title 和 type，均为 string
      • required: 类型为 sequence，包含 string
      • title: 类型为 string
      • type: 类型为 string
  • generation_model: 类型为 string
  • generation: 类型为 string
  • distilabel_metadata: 包含 raw_output_structured_generation_0，类型为 string
• 分割:
  • train: 包含 2 个样本，占用 538 字节
• 下载大小: 13091 字节
• 数据集大小: 538 字节

配置: structured_generation_0

• 特征:
  • instruction: 类型为 string
  • structured_output: 结构化输出，包含以下字段:
    • format: 类型为 string
    • schema: 包含以下字段:
      • properties: 包含以下字段:
        • description: 包含 title 和 type，均为 string
        • diet: 包含 title 和 type，均为 string
        • habitat: 包含 title 和 type，均为 string
        • name: 包含 title 和 type，均为 string
        • role: 包含 title 和 type，均为 string
        • species: 包含 title 和 type，均为 string
        • weapon: 包含 title 和 type，均为 string
      • required: 类型为 sequence，包含 string
      • title: 类型为 string
      • type: 类型为 string
  • generation_model: 类型为 string
  • generation: 类型为 string
  • distilabel_metadata: 包含 raw_output_structured_generation_0，类型为 string
• 分割:
  • train: 包含 2 个样本，占用 538 字节
• 下载大小: 13091 字节
• 数据集大小: 538 字节

配置: text_generation_0

• 特征:
  • instruction: 类型为 string
  • structured_output: 结构化输出，包含以下字段:
    • format: 类型为 string
    • schema: 包含以下字段:
      • properties: 包含以下字段:
        • description: 包含 title 和 type，均为 string
        • diet: 包含 title 和 type，均为 string
        • habitat: 包含 title 和 type，均为 string
        • name: 包含 title 和 type，均为 string
        • role: 包含 title 和 type，均为 string
        • species: 包含 title 和 type，均为 string
        • weapon: 包含 title 和 type，均为 string
      • required: 类型为 sequence，包含 string
      • title: 类型为 string
      • type: 类型为 string
  • generation: 类型为 null
  • model_name: 类型为 null
• 分割:
  • train: 包含 2 个样本，占用 440 字节
• 下载大小: 11944 字节
• 数据集大小: 440 字节

数据集标签

• synthetic
• distilabel
• rlaif