helpful-anthropic-raw

# Dataset Card for "helpful-raw-anthropic"

This is a dataset derived from Anthropic's [HH-RLHF data](https://huggingface.co/datasets/Anthropic/hh-rlhf) of instructions and model-generated demonstrations. We combined training splits from the following two subsets:

* `helpful-base`
* `helpful-online`

To convert the multi-turn dialogues into `(instruction, demonstration)` pairs, just the first response from the Assistant was included. This heuristic captures the most obvious answers, but overlooks more complex questions where multiple turns were required to get a helpful response. Some additional filtering is likely required (e.g. defining a minimun length or computing ROUGE-L scores with the instruction/demonstration).

# "helpful-raw-anthropic" 数据集卡片

本数据集源自Anthropic的[HH-RLHF数据集](https://huggingface.co/datasets/Anthropic/hh-rlhf)中的指令与模型生成演示样本。我们将以下两个子集的训练拆分进行了合并：

* `helpful-base`
* `helpful-online`

为将多轮对话转换为`(指令，演示样本)`配对形式，仅保留助手的首次回复。该启发式方法虽能捕获最直观的应答，但会忽略那些需要多轮交互才能获得有效帮助性回复的复杂问题。后续可能需要进行额外的过滤操作，例如设定最小长度阈值，或计算指令与演示样本间的ROUGE-L分数。

搜集汇总

背景与挑战

背景概述

该数据集源自Anthropic的HH-RLHF数据，通过整合'helpful-base'和'helpful-online'两个子集的训练分割构建而成。它将多轮对话转换为指令和演示对，并仅保留助理的第一个回答，但这种方法可能无法处理需要多轮交互的复杂问题，因此可能需要额外的过滤步骤。