HakanK/argilla_experiment_dolly_15k

该数据集argilla_experiment_dolly_15k是通过Argilla创建的，包含符合Argilla数据集格式的配置文件和与HuggingFace datasets兼容的记录。数据集主要用于不同的NLP任务，如文本分类、指令修正等。它提供了详细的加载方法、数据结构和标注指南，支持通过Argilla和HuggingFace datasets库进行加载和使用。

原始信息汇总

数据集卡片 for argilla_experiment_dolly_15k

数据集描述

• 数据集摘要：
  • 包含一个符合 Argilla 数据集格式的配置文件 argilla.yaml。
  • 数据集记录格式兼容 HuggingFace datasets。
  • 包含用于构建和整理数据集的标注指南（如果已在 Argilla 中定义）。

加载方式

使用 Argilla 加载

python import argilla as rg

ds = rg.FeedbackDataset.from_huggingface("HakanK/argilla_experiment_dolly_15k")

使用 datasets 加载

python from datasets import load_dataset

ds = load_dataset("HakanK/argilla_experiment_dolly_15k")

支持的任务和排行榜

• 数据集可用于不同的 NLP 任务，具体取决于配置。
• 没有与此数据集关联的排行榜。

数据集结构

数据在 Argilla 中

• 字段（Fields）：

  • category：任务类别，类型为 TextField。
  • instruction：指令，类型为 TextField。
  • context（可选）：输入，类型为 TextField。
  • response：响应，类型为 TextField。

• 问题（Questions）：

  • new-instruction：最终指令，类型为 TextQuestion。
  • new-input（可选）：最终输入，类型为 TextQuestion。
  • new-response：最终响应，类型为 TextQuestion。

• 建议（Suggestions）：

  • 与现有问题关联，包含建议值及其元数据。

数据实例

• Argilla 中的数据实例： json { "external_id": "0", "fields": { "category": "closed_qa", "context": "Virgin Australia, the trading name of Virgin Australia Airlines Pty Ltd, is an Australian-based airline. It is the largest airline by fleet size to use the Virgin brand. It commenced services on 31 August 2000 as Virgin Blue, with two aircraft on a single route.[3] It suddenly found itself as a major airline in Australiau0027s domestic market after the collapse of Ansett Australia in September 2001. The airline has since grown to directly serve 32 cities in Australia, from hubs in Brisbane, Melbourne and Sydney.[4]", "instruction": "When did Virgin Australia start operating?", "response": "Virgin Australia commenced services on 31 August 2000 as Virgin Blue, with two aircraft on a single route." }, "metadata": {}, "responses": [ { "status": "submitted", "user_id": "6c5cfab8-6136-4e83-9deb-3f5a52215706", "values": { "new-input": { "value": "Virgin Australia, the trading name of Virgin Australia Airlines Pty Ltd, is an Australian-based airline. It is the largest airline by fleet size to use the Virgin brand. It commenced services on 31 August 2000 as Virgin Blue, with two aircraft on a single route.[3] It suddenly found itself as a major airline in Australiau0027s domestic market after the collapse of Ansett Australia in September 2001. The airline has since grown to directly serve 32 cities in Australia, from hubs in Brisbane, Melbourne and Sydney.[4]" }, "new-instruction": { "value": "When did Virgin Australia start operating?" }, "new-response": { "value": "Virgin Australia commenced services on 31 August 2000 as Virgin Blue, with two aircraft on a single route. Blah blah" } } } ], "suggestions": [] }

• HuggingFace datasets 中的数据实例： json { "category": "information_extraction", "context": "John Moses Browning (January 23, 1855 u2013 November 26, 1926) was an American firearm designer who developed many varieties of military and civilian firearms, cartridges, and gun mechanisms u2013 many of which are still in use around the world. He made his first firearm at age 13 in his fatheru0027s gun shop and was awarded the first of his 128 firearm patents on October 7, 1879, at the age of 24. He is regarded as one of the most successful firearms designers of the 19th and 20th centuries and pioneered the development of modern repeating, semi-automatic, and automatic firearms.

Browning influenced nearly all categories of firearms design, especially the autoloading of ammunition. He invented, or made significant improvements to, single-shot, lever-action, and pump-action rifles and shotguns. He developed the first reliable and compact autoloading pistols by inventing the telescoping bolt, then integrating the bolt and barrel shroud into what is known as the pistol slide. Browningu0027s telescoping bolt design is now found on nearly every modern semi-automatic pistol, as well as several modern fully automatic weapons. He also developed the first gas-operated firearm, the Coltu2013Browning Model 1895 machine gun u2013 a system that surpassed mechanical recoil operation to become the standard for most high-power self-loading firearm designs worldwide. He also made significant contributions to automatic cannon development.

Browningu0027s most successful designs include the M1911 pistol, the water-cooled M1917, the air-cooled M1919, and heavy M2 machine guns, the M1918 Browning Automatic Rifle, and the Browning Auto-5 u2013 the first semi-automatic shotgun. Some of these arms are still manufactured, often with only minor changes in detail and cosmetics to those assembled by Browning or his licensees. The Browning-designed M1911 and Hi-Power are some of the most copied firearms in the world.", "external_id": "9", "instruction": "Who was John Moses Browning?", "metadata": "{}", "new-input": [], "new-input-suggestion": null, "new-input-suggestion-metadata": { "agent": null, "score": null, "type": null }, "new-instruction": [], "new-instruction-suggestion": null, "new-instruction-suggestion-metadata": { "agent": null, "score": null, "type": null }, "new-response": [], "new-response-suggestion": null, "new-response-suggestion-metadata": { "agent": null, "score": null, "type": null }, "response": "John Moses Browning is one of the most well-known designer of modern firearms. He started building firearms in his fatheru0027s shop at the age of 13, and was awarded his first patent when he was 24.

He designed the first reliable automatic pistol, and the first gas-operated firearm, as well inventing or improving single-shot, lever-action, and pump-action rifles and shotguns.

Today, he is most well-known for the M1911 pistol, the Browning Automatic Rifle, and the Auto-5 shotgun, all of which are in still in current production in either their original design, or with minor changes. His M1911 and Hi-Power pistols designs are some of the most reproduced firearms in the world today." }

数据字段

• 字段（Fields）：

  • category：类型为 TextField。
  • instruction：类型为 TextField。
  • context（可选）：类型为 TextField。
  • response：类型为 TextField。

• 问题（Questions）：

  • new-instruction：类型为 TextQuestion。
  • new-input（可选）：类型为 TextQuestion。
  • new-response：类型为 TextQuestion。

• 建议（Suggestions）：

  • new-instruction-suggestion（可选）：类型为 text。
  • new-input-suggestion（可选）：类型为 text。
  • new-response-suggestion（可选）：类型为 text。

• 外部 ID（external_id）：

  • 可选字段，用于提供数据记录的外部 ID。

数据分割

• 数据集包含一个分割，即 train。