dvilasuero/distillama3-prompts10k
收藏Hugging Face2024-05-02 更新2024-06-12 收录
下载链接：
https://hf-mirror.com/datasets/dvilasuero/distillama3-prompts10k
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资源简介：
---
language:
- en
size_categories: n<1K
dataset_info:
- config_name: default
features:
- name: instruction
dtype: string
- name: generations
sequence: string
- name: generation_models
sequence: string
- name: ratings
sequence: int64
- name: rationales
sequence: string
splits:
- name: train
num_bytes: 2955735
num_examples: 500
download_size: 1409098
dataset_size: 2955735
- config_name: keep_columns
features:
- name: instruction
dtype: string
- name: generations
sequence: string
- name: generation_models
sequence: string
- name: ratings
sequence: int64
- name: rationales
sequence: string
splits:
- name: train
num_bytes: 558650
num_examples: 100
download_size: 270770
dataset_size: 558650
- config_name: push_to_argilla
features:
- name: instruction
dtype: string
- name: quality
list:
- name: status
dtype: string
- name: user_id
dtype: string
- name: value
dtype: string
- name: metadata
dtype: string
- name: avg_rating
dtype: float64
- name: num_responses
dtype: int64
- name: agreement_ratio
dtype: float64
- name: raw_responses
sequence: int64
- name: kind
dtype: string
- name: cluster_description
dtype: string
- name: topic
dtype: string
- name: generation_models
sequence: string
- name: generations
sequence: string
- name: model_name
dtype: string
- name: ratings
sequence: int64
- name: rationales
sequence: string
splits:
- name: train
num_bytes: 599474
num_examples: 100
download_size: 284907
dataset_size: 599474
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- config_name: keep_columns
data_files:
- split: train
path: keep_columns/train-*
- config_name: push_to_argilla
data_files:
- split: train
path: push_to_argilla/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 distillama3-prompts10k
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/dvilasuero/distillama3-prompts10k/raw/main/pipeline.yaml"
```
or explore the configuration:
```console
distilabel pipeline info --config "https://huggingface.co/datasets/dvilasuero/distillama3-prompts10k/raw/main/pipeline.yaml"
```
## Dataset structure
The examples have the following structure per configuration:
<details><summary> Configuration: keep_columns </summary><hr>
```json
{
"generation_models": [
"meta-llama/Meta-Llama-3-70B-Instruct",
"meta-llama/Meta-Llama-3-8B-Instruct"
],
"generations": [
"Here is a comprehensive reply to the query:\n\nPositive psychology is a branch of psychology that focuses on the positive aspects of human experience, aiming to help individuals build a life of meaning and purpose. It concentrates on the character strengths and behaviors that enable people to thrive, rather than just survive [[2](https://www.psychologytoday.com/us/basics/positive-psychology)].\n\nPositive psychology involves the scientific study of what makes people thrive, focusing on behaviors that can lead to a more optimized frame of mind [[3](https://www.verywellmind.com/what-is-positive-psychology-2794902)]. It explores positive events and influences in life, including positive experiences such as happiness, joy, inspiration, and love [[1](https://positivepsychology.com/what-is-positive-psychology-definition/)].\n\nExamples of positive psychology include the study of positive states and traits, such as gratitude, resilience, and compassion [[1](https://positivepsychology.com/what-is-positive-psychology-definition/)]. It also examines how to apply positive principles within entire organizations and institutions, creating positive institutions [[1](https://positivepsychology.com/what-is-positive-psychology-definition/)].\n\nIn essence, positive psychology seeks to understand and promote the factors that contribute to a fulfilling and meaningful life, moving beyond just treating mental health issues to fostering overall well-being.\n\nReferences:\n[1] Positive Psychology. (n.d.). What is Positive Psychology? - Definition. Retrieved from \u003chttps://positivepsychology.com/what-is-positive-psychology-definition/\u003e\n[2] Psychology Today. (n.d.). Positive Psychology. Retrieved from \u003chttps://www.psychologytoday.com/us/basics/positive-psychology\u003e\n[3] Verywell Mind. (n.d.). What Is Positive Psychology? Retrieved from \u003chttps://www.verywellmind.com/what-is-positive-psychology-2794902\u003e",
"Positive psychology is a branch of psychology that focuses on the positive events and influences in life, aiming to understand what makes people thrive and build a life of meaning and purpose. According to [[1](https://positivepsychology.com/what-is-positive-psychology-definition/)], positive psychology encompasses three main areas: positive experiences, positive states and traits, and positive institutions. Positive experiences refer to pleasant feelings such as happiness, joy, and love, while positive states and traits include characteristics like gratitude, resilience, and compassion. Positive institutions involve applying positive principles within entire organizations and institutions.\n\nPositive psychology is distinct from positive thinking, which is a way of thinking oneself into better behavior and greater resilience [[3](https://www.verywellmind.com/what-is-positive-psychology-2794902)]. In contrast, positive psychology is a scientific study that focuses on behaviors and thought patterns that can lead to a more optimized frame of mind.\n\nExamples of positive psychology in action include:\n\n* Practicing gratitude by keeping a gratitude journal or sharing three things you are thankful for with a friend or family member each day\n* Engaging in acts of kindness, such as volunteering or helping a neighbor with a task\n* Cultivating positive emotions, such as joy, by doing activities you enjoy or spending time with loved ones\n* Building resilience by developing coping skills and reframing challenges as opportunities for growth\n\nBy focusing on these positive aspects of life, positive psychology aims to help individuals move beyond simply surviving and build a life of purpose and fulfillment [[2](https://www.psychologytoday.com/us/basics/positive-psychology)]."
],
"instruction": "Web search results:\n\n[1] \"Positive psychology focuses on the positive events and influences in life, including: Positive experiences (like happiness, joy, inspiration, and love). Positive states and traits (like gratitude, resilience, and compassion ). Positive institutions (applying positive principles within entire organizations and institutions).\"\nURL: https://positivepsychology.com/what-is-positive-psychology-definition/\n\n[2] \"Positive psychology is a branch of psychology focused on the character strengths and behaviors that allow individuals to build a life of meaning and purpose\u2014to move beyond surviving to...\"\nURL: https://www.psychologytoday.com/us/basics/positive-psychology\n\n[3] \"Positive thinking is a way of thinking ourselves into better behavior and greater resilience, rather than behaving our way into a different frame of mind. Positive psychology, on the other hand, is the scientific study of what makes people thrive. It focuses on behaviors that can lead to a more optimized frame of mind as well as on thought ...\"\nURL: https://www.verywellmind.com/what-is-positive-psychology-2794902\nCurrent date: 2023. 2. 26.\n\nInstructions: Using the provided web search results, write a comprehensive reply to the given query. Make sure to cite results using [[number](URL)] notation after the reference. If the provided search results refer to multiple subjects with the same name, write separate answers for each subject.\nQuery: Give a brief explanation and examples of positive psychology.\nReply in \ud55c\uad6d\uc5b4\n\nPlease write in English language.\n\nPlease write in English language.",
"ratings": [
5,
5
],
"rationales": [
"The text provides a comprehensive and accurate explanation of positive psychology, citing relevant sources and covering various aspects of the field. The language is clear, and the structure is well-organized. The text also demonstrates a good understanding of the topic, providing examples and distinguishing positive psychology from positive thinking.",
"This text is also of excellent quality, providing a clear and concise explanation of positive psychology. It accurately summarizes the main areas of focus in positive psychology, citing relevant sources, and provides practical examples of how positive psychology can be applied in daily life. The text is well-structured, easy to follow, and demonstrates a thorough understanding of the topic."
]
}
```
This subset can be loaded as:
```python
from datasets import load_dataset
ds = load_dataset("dvilasuero/distillama3-prompts10k", "keep_columns")
```
</details>
<details><summary> Configuration: push_to_argilla </summary><hr>
```json
{
"agreement_ratio": 0.37499999999999994,
"avg_rating": 4.0,
"cluster_description": "Mindfulness \u0026 Workplace Diversity",
"generation_models": [
"meta-llama/Meta-Llama-3-70B-Instruct",
"meta-llama/Meta-Llama-3-8B-Instruct"
],
"generations": [
"Here is a comprehensive reply to the query:\n\nPositive psychology is a branch of psychology that focuses on the positive aspects of human experience, aiming to help individuals build a life of meaning and purpose. It concentrates on the character strengths and behaviors that enable people to thrive, rather than just survive [[2](https://www.psychologytoday.com/us/basics/positive-psychology)].\n\nPositive psychology involves the scientific study of what makes people thrive, focusing on behaviors that can lead to a more optimized frame of mind [[3](https://www.verywellmind.com/what-is-positive-psychology-2794902)]. It explores positive events and influences in life, including positive experiences such as happiness, joy, inspiration, and love [[1](https://positivepsychology.com/what-is-positive-psychology-definition/)].\n\nExamples of positive psychology include the study of positive states and traits, such as gratitude, resilience, and compassion [[1](https://positivepsychology.com/what-is-positive-psychology-definition/)]. It also examines how to apply positive principles within entire organizations and institutions, creating positive institutions [[1](https://positivepsychology.com/what-is-positive-psychology-definition/)].\n\nIn essence, positive psychology seeks to understand and promote the factors that contribute to a fulfilling and meaningful life, moving beyond just treating mental health issues to fostering overall well-being.\n\nReferences:\n[1] Positive Psychology. (n.d.). What is Positive Psychology? - Definition. Retrieved from \u003chttps://positivepsychology.com/what-is-positive-psychology-definition/\u003e\n[2] Psychology Today. (n.d.). Positive Psychology. Retrieved from \u003chttps://www.psychologytoday.com/us/basics/positive-psychology\u003e\n[3] Verywell Mind. (n.d.). What Is Positive Psychology? Retrieved from \u003chttps://www.verywellmind.com/what-is-positive-psychology-2794902\u003e",
"Positive psychology is a branch of psychology that focuses on the positive events and influences in life, aiming to understand what makes people thrive and build a life of meaning and purpose. According to [[1](https://positivepsychology.com/what-is-positive-psychology-definition/)], positive psychology encompasses three main areas: positive experiences, positive states and traits, and positive institutions. Positive experiences refer to pleasant feelings such as happiness, joy, and love, while positive states and traits include characteristics like gratitude, resilience, and compassion. Positive institutions involve applying positive principles within entire organizations and institutions.\n\nPositive psychology is distinct from positive thinking, which is a way of thinking oneself into better behavior and greater resilience [[3](https://www.verywellmind.com/what-is-positive-psychology-2794902)]. In contrast, positive psychology is a scientific study that focuses on behaviors and thought patterns that can lead to a more optimized frame of mind.\n\nExamples of positive psychology in action include:\n\n* Practicing gratitude by keeping a gratitude journal or sharing three things you are thankful for with a friend or family member each day\n* Engaging in acts of kindness, such as volunteering or helping a neighbor with a task\n* Cultivating positive emotions, such as joy, by doing activities you enjoy or spending time with loved ones\n* Building resilience by developing coping skills and reframing challenges as opportunities for growth\n\nBy focusing on these positive aspects of life, positive psychology aims to help individuals move beyond simply surviving and build a life of purpose and fulfillment [[2](https://www.psychologytoday.com/us/basics/positive-psychology)]."
],
"instruction": "Web search results:\n\n[1] \"Positive psychology focuses on the positive events and influences in life, including: Positive experiences (like happiness, joy, inspiration, and love). Positive states and traits (like gratitude, resilience, and compassion ). Positive institutions (applying positive principles within entire organizations and institutions).\"\nURL: https://positivepsychology.com/what-is-positive-psychology-definition/\n\n[2] \"Positive psychology is a branch of psychology focused on the character strengths and behaviors that allow individuals to build a life of meaning and purpose\u2014to move beyond surviving to...\"\nURL: https://www.psychologytoday.com/us/basics/positive-psychology\n\n[3] \"Positive thinking is a way of thinking ourselves into better behavior and greater resilience, rather than behaving our way into a different frame of mind. Positive psychology, on the other hand, is the scientific study of what makes people thrive. It focuses on behaviors that can lead to a more optimized frame of mind as well as on thought ...\"\nURL: https://www.verywellmind.com/what-is-positive-psychology-2794902\nCurrent date: 2023. 2. 26.\n\nInstructions: Using the provided web search results, write a comprehensive reply to the given query. Make sure to cite results using [[number](URL)] notation after the reference. If the provided search results refer to multiple subjects with the same name, write separate answers for each subject.\nQuery: Give a brief explanation and examples of positive psychology.\nReply in \ud55c\uad6d\uc5b4\n\nPlease write in English language.\n\nPlease write in English language.",
"kind": "human",
"metadata": "{\"source\": \"ewof/sharegpt-instruct-unfiltered-deduped\", \"kind\": \"human\", \"evolved_from\": null}",
"model_name": "meta-llama/Meta-Llama-3-70B-Instruct",
"num_responses": 2,
"quality": [
{
"status": "submitted",
"user_id": "944506fb-b86a-4d65-94a3-fe752d79b476",
"value": "4"
},
{
"status": "submitted",
"user_id": "e2bdd868-f28e-46fc-9254-a6ec1e291889",
"value": "2"
}
],
"ratings": [
5,
5
],
"rationales": [
"The text provides a comprehensive and accurate explanation of positive psychology, citing relevant sources and covering various aspects of the field. The language is clear, and the structure is well-organized. The text also demonstrates a good understanding of the topic, providing examples and distinguishing positive psychology from positive thinking.",
"This text is also of excellent quality, providing a clear and concise explanation of positive psychology. It accurately summarizes the main areas of focus in positive psychology, citing relevant sources, and provides practical examples of how positive psychology can be applied in daily life. The text is well-structured, easy to follow, and demonstrates a thorough understanding of the topic."
],
"raw_responses": [
5,
3
],
"topic": "Health and Wellness"
}
```
This subset can be loaded as:
```python
from datasets import load_dataset
ds = load_dataset("dvilasuero/distillama3-prompts10k", "push_to_argilla")
```
</details>
提供机构：
dvilasuero
原始信息汇总
数据集概述
基本信息
- 语言: 英语
- 大小分类: 数据量小于1K
- 标签: 合成数据, distilabel, rlaif
数据集配置
- 配置名称: default, keep_columns, push_to_argilla
- 特征:
- instruction: 字符串类型
- generations: 字符串序列
- generation_models: 字符串序列
- ratings: 整数序列
- rationales: 字符串序列
- quality (仅在 push_to_argilla 配置中): 包含 status, user_id, value 的字符串列表
- metadata (仅在 push_to_argilla 配置中): 字符串类型
- avg_rating (仅在 push_to_argilla 配置中): 浮点数类型
- num_responses (仅在 push_to_argilla 配置中): 整数类型
- agreement_ratio (仅在 push_to_argilla 配置中): 浮点数类型
- raw_responses (仅在 push_to_argilla 配置中): 整数序列
- kind (仅在 push_to_argilla 配置中): 字符串类型
- cluster_description (仅在 push_to_argilla 配置中): 字符串类型
- topic (仅在 push_to_argilla 配置中): 字符串类型
- model_name (仅在 push_to_argilla 配置中): 字符串类型
数据集分割
- 训练集:
- default: 500个样本, 2955735字节
- keep_columns: 100个样本, 558650字节
- push_to_argilla: 100个样本, 599474字节
- 下载大小:
- default: 1409098字节
- keep_columns: 270770字节
- push_to_argilla: 284907字节
- 数据集大小:
- default: 2955735字节
- keep_columns: 558650字节
- push_to_argilla: 599474字节
数据文件
- default: 训练集路径为 "data/train-*"
- keep_columns: 训练集路径为 "keep_columns/train-*"
- push_to_argilla: 训练集路径为 "push_to_argilla/train-*"
