five

davanstrien/similarity-dataset-test

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Hugging Face2024-05-24 更新2024-06-12 收录
下载链接:
https://hf-mirror.com/datasets/davanstrien/similarity-dataset-test
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资源简介:
--- size_categories: n<1K dataset_info: features: - name: anchor dtype: string - name: positive dtype: string - name: negative dtype: string - name: generation dtype: string splits: - name: train num_bytes: 315140 num_examples: 400 download_size: 127797 dataset_size: 315140 configs: - config_name: default data_files: - split: train path: data/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 similarity-dataset-test 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/davanstrien/similarity-dataset-test/raw/main/pipeline.yaml" ``` or explore the configuration: ```console distilabel pipeline info --config "https://huggingface.co/datasets/davanstrien/similarity-dataset-test/raw/main/pipeline.yaml" ``` ## Dataset structure The examples have the following structure per configuration: <details><summary> Configuration: default </summary><hr> ```json { "anchor": "$BYND - JPMorgan reels in expectations on Beyond Meat https://t.co/bd0xbFGjkT", "generation": "{\n \"bad\": [\n \"Beyond Meat\u0027s stock price takes a hit as JPMorgan lowers expectations\",\n \"JPMorgan\u0027s downgrade of Beyond Meat sends shares tumbling\",\n \"Investors disappointed as JPMorgan cuts Beyond Meat\u0027s outlook\"\n ],\n \"good\": [\n \"JPMorgan reduces forecasts for Beyond Meat, causing concern among investors\",\n \"Beyond Meat\u0027s future looks less promising as JPMorgan adjusts expectations\",\n \"JPMorgan\u0027s revised outlook dampens enthusiasm for Beyond Meat\u0027s stock\"\n ]\n}", "negative": "Beyond Meat\u0027s stock price takes a hit as JPMorgan lowers expectations", "positive": "JPMorgan\u0027s revised outlook dampens enthusiasm for Beyond Meat\u0027s stock" } ``` This subset can be loaded as: ```python from datasets import load_dataset ds = load_dataset("davanstrien/similarity-dataset-test", "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("davanstrien/similarity-dataset-test") ``` </details>
提供机构:
davanstrien
原始信息汇总

数据集概述

数据集信息

  • 大小分类: n<1K
  • 特征:
    • anchor: 字符串类型
    • positive: 字符串类型
    • negative: 字符串类型
    • generation: 字符串类型
  • 分割:
    • train:
      • num_bytes: 315140
      • num_examples: 400
  • 下载大小: 127797
  • 数据集大小: 315140

配置

  • config_name: default
  • data_files:
    • split: train
    • path: data/train-*

标签

  • synthetic
  • distilabel
  • rlaif

数据集结构

  • 配置: default
    • 结构: json { "anchor": "$BYND - JPMorgan reels in expectations on Beyond Meat https://t.co/bd0xbFGjkT", "generation": "{ "bad": [ "Beyond Meatu0027s stock price takes a hit as JPMorgan lowers expectations", "JPMorganu0027s downgrade of Beyond Meat sends shares tumbling", "Investors disappointed as JPMorgan cuts Beyond Meatu0027s outlook" ], "good": [ "JPMorgan reduces forecasts for Beyond Meat, causing concern among investors", "Beyond Meatu0027s future looks less promising as JPMorgan adjusts expectations", "JPMorganu0027s revised outlook dampens enthusiasm for Beyond Meatu0027s stock" ] }", "negative": "Beyond Meatu0027s stock price takes a hit as JPMorgan lowers expectations", "positive": "JPMorganu0027s revised outlook dampens enthusiasm for Beyond Meatu0027s stock" }

加载数据集

python from datasets import load_dataset

ds = load_dataset("davanstrien/similarity-dataset-test", "default")

或者,由于只有一个配置且名为default,可以直接加载: python from datasets import load_dataset

ds = load_dataset("davanstrien/similarity-dataset-test")

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