xPXXX/hotpot_qa_sample100

Name: xPXXX/hotpot_qa_sample100
Creator: xPXXX
Published: 2024-04-18 00:53:36
License: 暂无描述

Hugging Face2024-04-18 更新2024-06-12 收录

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https://hf-mirror.com/datasets/xPXXX/hotpot_qa_sample100

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资源简介：

--- dataset_info: - config_name: default features: - name: id dtype: string - name: question dtype: string - name: answer dtype: string - name: type dtype: string - name: level dtype: string - name: supporting_facts sequence: - name: title dtype: string - name: sent_id dtype: int32 - name: context sequence: - name: title dtype: string - name: sentences sequence: string splits: - name: train num_bytes: 611351.1725098677 num_examples: 100 download_size: 365378 dataset_size: 611351.1725098677 - config_name: finetune_llama2_no_rag features: - name: id dtype: string - name: question dtype: string - name: answer dtype: string - name: type dtype: string - name: level dtype: string - name: supporting_facts sequence: - name: title dtype: string - name: sent_id dtype: int32 - name: context sequence: - name: title dtype: string - name: sentences sequence: string - name: finetune_llama2_no_rag_response dtype: string splits: - name: train num_bytes: 609709 num_examples: 100 download_size: 377161 dataset_size: 609709 - config_name: finetune_llama2_rag features: - name: id dtype: string - name: question dtype: string - name: answer dtype: string - name: type dtype: string - name: level dtype: string - name: supporting_facts sequence: - name: title dtype: string - name: sent_id dtype: int32 - name: context sequence: - name: title dtype: string - name: sentences sequence: string - name: finetune_llama2_rag_response dtype: string - name: retrieval sequence: string splits: - name: train num_bytes: 803956 num_examples: 100 download_size: 487083 dataset_size: 803956 - config_name: gpt3_no_rag features: - name: id dtype: string - name: question dtype: string - name: answer dtype: string - name: type dtype: string - name: level dtype: string - name: supporting_facts sequence: - name: title dtype: string - name: sent_id dtype: int32 - name: context sequence: - name: title dtype: string - name: sentences sequence: string - name: gpt3_no_rag_response dtype: string splits: - name: train num_bytes: 610246 num_examples: 100 download_size: 377921 dataset_size: 610246 - config_name: gpt3_rag features: - name: id dtype: string - name: question dtype: string - name: answer dtype: string - name: type dtype: string - name: level dtype: string - name: supporting_facts sequence: - name: title dtype: string - name: sent_id dtype: int32 - name: context sequence: - name: title dtype: string - name: sentences sequence: string - name: gpt3_rag_response dtype: string - name: retrieval sequence: string splits: - name: train num_bytes: 810707 num_examples: 100 download_size: 492271 dataset_size: 810707 - config_name: gpt4_no_rag features: - name: id dtype: string - name: question dtype: string - name: answer dtype: string - name: type dtype: string - name: level dtype: string - name: supporting_facts sequence: - name: title dtype: string - name: sent_id dtype: int32 - name: context sequence: - name: title dtype: string - name: sentences sequence: string - name: gpt4_no_rag_response dtype: string splits: - name: train num_bytes: 645859 num_examples: 100 download_size: 402060 dataset_size: 645859 - config_name: gpt4_rag features: - name: id dtype: string - name: question dtype: string - name: answer dtype: string - name: type dtype: string - name: level dtype: string - name: supporting_facts sequence: - name: title dtype: string - name: sent_id dtype: int32 - name: context sequence: - name: title dtype: string - name: sentences sequence: string - name: gpt4_rag_response dtype: string - name: retrieval sequence: string splits: - name: train num_bytes: 818975 num_examples: 100 download_size: 497401 dataset_size: 818975 - config_name: llama2_no_rag features: - name: id dtype: string - name: question dtype: string - name: answer dtype: string - name: type dtype: string - name: level dtype: string - name: supporting_facts sequence: - name: title dtype: string - name: sent_id dtype: int32 - name: context sequence: - name: title dtype: string - name: sentences sequence: string - name: llama2_no_rag_response dtype: string splits: - name: train num_bytes: 620418 num_examples: 100 download_size: 383496 dataset_size: 620418 - config_name: llama2_rag features: - name: id dtype: string - name: question dtype: string - name: answer dtype: string - name: type dtype: string - name: level dtype: string - name: supporting_facts sequence: - name: title dtype: string - name: sent_id dtype: int32 - name: context sequence: - name: title dtype: string - name: sentences sequence: string - name: llama2_rag_response dtype: string - name: retrieval sequence: string splits: - name: train num_bytes: 816847 num_examples: 100 download_size: 494298 dataset_size: 816847 configs: - config_name: default data_files: - split: train path: data/train-* - config_name: finetune_llama2_no_rag data_files: - split: train path: finetune_llama2_no_rag/train-* - config_name: finetune_llama2_rag data_files: - split: train path: finetune_llama2_rag/train-* - config_name: gpt3_no_rag data_files: - split: train path: gpt3_no_rag/train-* - config_name: gpt3_rag data_files: - split: train path: gpt3_rag/train-* - config_name: gpt4_no_rag data_files: - split: train path: gpt4_no_rag/train-* - config_name: gpt4_rag data_files: - split: train path: gpt4_rag/train-* - config_name: llama2_no_rag data_files: - split: train path: llama2_no_rag/train-* - config_name: llama2_rag data_files: - split: train path: llama2_rag/train-* ---

提供机构：

xPXXX

原始信息汇总

数据集概述

数据集配置

配置名称	描述信息
default	包含基本的特征，如id, question, answer, type, level, supporting_facts, context
finetune_llama2_no_rag	在default基础上增加finetune_llama2_no_rag_response
finetune_llama2_rag	在default基础上增加finetune_llama2_rag_response和retrieval
gpt3_no_rag	在default基础上增加gpt3_no_rag_response
gpt3_rag	在default基础上增加gpt3_rag_response和retrieval
gpt4_no_rag	在default基础上增加gpt4_no_rag_response
gpt4_rag	在default基础上增加gpt4_rag_response和retrieval
llama2_no_rag	在default基础上增加llama2_no_rag_response
llama2_rag	在default基础上增加llama2_rag_response和retrieval

数据集特征

id: string
question: string
answer: string
type: string
level: string
supporting_facts: sequence
- title: string
- sent_id: int32
context: sequence
- title: string
- sentences: sequence: string

数据集大小

配置名称	训练集大小 (字节)	下载大小 (字节)
default	611351.1725098677	365378
finetune_llama2_no_rag	609709	377161
finetune_llama2_rag	803956	487083
gpt3_no_rag	610246	377921
gpt3_rag	810707	492271
gpt4_no_rag	645859	402060
gpt4_rag	818975	497401
llama2_no_rag	620418	383496
llama2_rag	816847	494298

数据集分割

train: 每个配置的训练集包含100个示例。

5,000+

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任务类型

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