andrewsiah/persona_analysis

---
dataset_info:
features:
- name: prompt
dtype: string
- name: subset
dtype: string
- name: prompt_id
dtype: int64
- name: response_1
dtype: string
- name: response_1_model
dtype: string
- name: response_2
dtype: string
- name: response_2_model
dtype: string
- name: response_3
dtype: string
- name: response_3_model
dtype: string
- name: response_4
dtype: string
- name: response_4_model
dtype: string
- name: response_5
dtype: string
- name: response_5_model
dtype: string
- name: response_6
dtype: string
- name: response_6_model
dtype: string
- name: response_7
dtype: string
- name: response_7_model
dtype: string
- name: response_8
dtype: string
- name: response_8_model
dtype: string
- name: response_1_gemma_2b
dtype: float64
- name: response_2_gemma_2b
dtype: float64
- name: response_3_gemma_2b
dtype: float64
- name: response_4_gemma_2b
dtype: float64
- name: response_5_gemma_2b
dtype: float64
- name: response_6_gemma_2b
dtype: float64
- name: response_7_gemma_2b
dtype: float64
- name: response_8_gemma_2b
dtype: float64
- name: response_1_gemma_7b
dtype: float64
- name: response_2_gemma_7b
dtype: float64
- name: response_3_gemma_7b
dtype: float64
- name: response_4_gemma_7b
dtype: float64
- name: response_5_gemma_7b
dtype: float64
- name: response_6_gemma_7b
dtype: float64
- name: response_7_gemma_7b
dtype: float64
- name: response_8_gemma_7b
dtype: float64
- name: response_1_mistral_raft
dtype: float64
- name: response_2_mistral_raft
dtype: float64
- name: response_3_mistral_raft
dtype: float64
- name: response_4_mistral_raft
dtype: float64
- name: response_5_mistral_raft
dtype: float64
- name: response_6_mistral_raft
dtype: float64
- name: response_7_mistral_raft
dtype: float64
- name: response_8_mistral_raft
dtype: float64
- name: response_1_mistral_ray
dtype: float64
- name: response_2_mistral_ray
dtype: float64
- name: response_3_mistral_ray
dtype: float64
- name: response_4_mistral_ray
dtype: float64
- name: response_5_mistral_ray
dtype: float64
- name: response_6_mistral_ray
dtype: float64
- name: response_7_mistral_ray
dtype: float64
- name: response_8_mistral_ray
dtype: float64
- name: response_1_mistral_weqweasdas
dtype: float64
- name: response_2_mistral_weqweasdas
dtype: float64
- name: response_3_mistral_weqweasdas
dtype: float64
- name: response_4_mistral_weqweasdas
dtype: float64
- name: response_5_mistral_weqweasdas
dtype: float64
- name: response_6_mistral_weqweasdas
dtype: float64
- name: response_7_mistral_weqweasdas
dtype: float64
- name: response_8_mistral_weqweasdas
dtype: float64
- name: response_1_llama3_sfairx
dtype: float64
- name: response_2_llama3_sfairx
dtype: float64
- name: response_3_llama3_sfairx
dtype: float64
- name: response_4_llama3_sfairx
dtype: float64
- name: response_5_llama3_sfairx
dtype: float64
- name: response_6_llama3_sfairx
dtype: float64
- name: response_7_llama3_sfairx
dtype: float64
- name: response_8_llama3_sfairx
dtype: float64
- name: response_1_oasst_deberta_v3
dtype: float64
- name: response_2_oasst_deberta_v3
dtype: float64
- name: response_3_oasst_deberta_v3
dtype: float64
- name: response_4_oasst_deberta_v3
dtype: float64
- name: response_5_oasst_deberta_v3
dtype: float64
- name: response_6_oasst_deberta_v3
dtype: float64
- name: response_7_oasst_deberta_v3
dtype: float64
- name: response_8_oasst_deberta_v3
dtype: float64
- name: response_1_beaver_7b
dtype: float64
- name: response_2_beaver_7b
dtype: float64
- name: response_3_beaver_7b
dtype: float64
- name: response_4_beaver_7b
dtype: float64
- name: response_5_beaver_7b
dtype: float64
- name: response_6_beaver_7b
dtype: float64
- name: response_7_beaver_7b
dtype: float64
- name: response_8_beaver_7b
dtype: float64
- name: response_1_oasst_pythia_7b
dtype: float64
- name: response_2_oasst_pythia_7b
dtype: float64
- name: response_3_oasst_pythia_7b
dtype: float64
- name: response_4_oasst_pythia_7b
dtype: float64
- name: response_5_oasst_pythia_7b
dtype: float64
- name: response_6_oasst_pythia_7b
dtype: float64
- name: response_7_oasst_pythia_7b
dtype: float64
- name: response_8_oasst_pythia_7b
dtype: float64
- name: response_1_oasst_pythia_1b
dtype: float64
- name: response_2_oasst_pythia_1b
dtype: float64
- name: response_3_oasst_pythia_1b
dtype: float64
- name: response_4_oasst_pythia_1b
dtype: float64
- name: response_5_oasst_pythia_1b
dtype: float64
- name: response_6_oasst_pythia_1b
dtype: float64
- name: response_7_oasst_pythia_1b
dtype: float64
- name: response_8_oasst_pythia_1b
dtype: float64
- name: id
dtype: int64
- name: response_1_nchars
dtype: int64
- name: response_2_nchars
dtype: int64
- name: response_3_nchars
dtype: int64
- name: response_4_nchars
dtype: int64
- name: response_5_nchars
dtype: int64
- name: response_6_nchars
dtype: int64
- name: response_7_nchars
dtype: int64
- name: response_8_nchars
dtype: int64
- name: gemma_2b_highestscore_model
dtype: string
- name: gemma_2b_lowestscore_model
dtype: string
- name: gemma_2b_highestscore_index
dtype: int64
- name: gemma_2b_lowestscore_index
dtype: int64
- name: llama3_sfairx_highestscore_model
dtype: string
- name: llama3_sfairx_lowestscore_model
dtype: string
- name: llama3_sfairx_highestscore_index
dtype: int64
- name: llama3_sfairx_lowestscore_index
dtype: int64
- name: oasst_deberta_v3_highestscore_model
dtype: string
- name: oasst_deberta_v3_lowestscore_model
dtype: string
- name: oasst_deberta_v3_highestscore_index
dtype: int64
- name: oasst_deberta_v3_lowestscore_index
dtype: int64
- name: beaver_7b_highestscore_model
dtype: string
- name: beaver_7b_lowestscore_model
dtype: string
- name: beaver_7b_highestscore_index
dtype: int64
- name: beaver_7b_lowestscore_index
dtype: int64
- name: mistral_raft_highestscore_model
dtype: string
- name: mistral_raft_lowestscore_model
dtype: string
- name: mistral_raft_highestscore_index
dtype: int64
- name: mistral_raft_lowestscore_index
dtype: int64
- name: oasst_pythia_7b_highestscore_model
dtype: string
- name: oasst_pythia_7b_lowestscore_model
dtype: string
- name: oasst_pythia_7b_highestscore_index
dtype: int64
- name: oasst_pythia_7b_lowestscore_index
dtype: int64
- name: oasst_pythia_1b_highestscore_model
dtype: string
- name: oasst_pythia_1b_lowestscore_model
dtype: string
- name: oasst_pythia_1b_highestscore_index
dtype: int64
- name: oasst_pythia_1b_lowestscore_index
dtype: int64
- name: mistral_weqweasdas_highestscore_model
dtype: string
- name: mistral_weqweasdas_lowestscore_model
dtype: string
- name: mistral_weqweasdas_highestscore_index
dtype: int64
- name: mistral_weqweasdas_lowestscore_index
dtype: int64
- name: mistral_ray_highestscore_model
dtype: string
- name: mistral_ray_lowestscore_model
dtype: string
- name: mistral_ray_highestscore_index
dtype: int64
- name: mistral_ray_lowestscore_index
dtype: int64
- name: gemma_7b_highestscore_model
dtype: string
- name: gemma_7b_lowestscore_model
dtype: string
- name: gemma_7b_highestscore_index
dtype: int64
- name: gemma_7b_lowestscore_index
dtype: int64
- name: response_1_sentiment
dtype: float64
- name: response_2_sentiment
dtype: float64
- name: response_3_sentiment
dtype: float64
- name: response_4_sentiment
dtype: float64
- name: response_5_sentiment
dtype: float64
- name: response_6_sentiment
dtype: float64
- name: response_7_sentiment
dtype: float64
- name: response_8_sentiment
dtype: float64
- name: gemma_2b_highestscore_nchars
dtype: int64
- name: gemma_2b_lowestscore_nchars
dtype: int64
- name: llama3_sfairx_highestscore_nchars
dtype: int64
- name: llama3_sfairx_lowestscore_nchars
dtype: int64
- name: oasst_deberta_v3_highestscore_nchars
dtype: int64
- name: oasst_deberta_v3_lowestscore_nchars
dtype: int64
- name: beaver_7b_highestscore_nchars
dtype: int64
- name: beaver_7b_lowestscore_nchars
dtype: int64
- name: mistral_raft_highestscore_nchars
dtype: int64
- name: mistral_raft_lowestscore_nchars
dtype: int64
- name: oasst_pythia_7b_highestscore_nchars
dtype: int64
- name: oasst_pythia_7b_lowestscore_nchars
dtype: int64
- name: oasst_pythia_1b_highestscore_nchars
dtype: int64
- name: oasst_pythia_1b_lowestscore_nchars
dtype: int64
- name: mistral_weqweasdas_highestscore_nchars
dtype: int64
- name: mistral_weqweasdas_lowestscore_nchars
dtype: int64
- name: mistral_ray_highestscore_nchars
dtype: int64
- name: mistral_ray_lowestscore_nchars
dtype: int64
- name: gemma_7b_highestscore_nchars
dtype: int64
- name: gemma_7b_lowestscore_nchars
dtype: int64
- name: gemma_2b_highestscore_sentiment
dtype: float64
- name: gemma_2b_lowestscore_sentiment
dtype: float64
- name: llama3_sfairx_highestscore_sentiment
dtype: float64
- name: llama3_sfairx_lowestscore_sentiment
dtype: float64
- name: oasst_deberta_v3_highestscore_sentiment
dtype: float64
- name: oasst_deberta_v3_lowestscore_sentiment
dtype: float64
- name: beaver_7b_highestscore_sentiment
dtype: float64
- name: beaver_7b_lowestscore_sentiment
dtype: float64
- name: mistral_raft_highestscore_sentiment
dtype: float64
- name: mistral_raft_lowestscore_sentiment
dtype: float64
- name: oasst_pythia_7b_highestscore_sentiment
dtype: float64
- name: oasst_pythia_7b_lowestscore_sentiment
dtype: float64
- name: oasst_pythia_1b_highestscore_sentiment
dtype: float64
- name: oasst_pythia_1b_lowestscore_sentiment
dtype: float64
- name: mistral_weqweasdas_highestscore_sentiment
dtype: float64
- name: mistral_weqweasdas_lowestscore_sentiment
dtype: float64
- name: mistral_ray_highestscore_sentiment
dtype: float64
- name: mistral_ray_lowestscore_sentiment
dtype: float64
- name: gemma_7b_highestscore_sentiment
dtype: float64
- name: gemma_7b_lowestscore_sentiment
dtype: float64
splits:
- name: train
num_bytes: 16278702
num_examples: 1000
download_size: 9328688
dataset_size: 16278702
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
---

The dataset is designed to evaluate and compare responses from various AI models to given prompts. It includes features such as the prompt itself, the subset it belongs to, a unique prompt ID, and multiple responses from different models along with their identifiers. Additionally, it contains numerical evaluations of these responses, such as scores from different models, sentiment analysis, and character counts. The dataset also tracks the highest and lowest scores for each model and their corresponding indices and sentiments. The dataset is split into a training set with 1000 examples, and it specifies the sizes for download and dataset storage.

原始信息汇总

数据集概述

数据集特征

• 基本信息

  • prompt: 字符串类型
  • subset: 字符串类型
  • prompt_id: 整数类型（int64）
  • id: 整数类型（int64）

• 响应信息

  • response_1 至 response_8: 字符串类型
  • response_1_model 至 response_8_model: 字符串类型
  • response_1_nchars 至 response_8_nchars: 整数类型（int64）
  • response_1_sentiment 至 response_8_sentiment: 浮点数类型（float64）

• 模型评分

  • response_1_gemma_2b 至 response_8_gemma_2b: 浮点数类型（float64）
  • response_1_gemma_7b 至 response_8_gemma_7b: 浮点数类型（float64）
  • response_1_mistral_raft 至 response_8_mistral_raft: 浮点数类型（float64）
  • response_1_mistral_ray 至 response_8_mistral_ray: 浮点数类型（float64）
  • response_1_mistral_weqweasdas 至 response_8_mistral_weqweasdas: 浮点数类型（float64）
  • response_1_llama3_sfairx 至 response_8_llama3_sfairx: 浮点数类型（float64）
  • response_1_oasst_deberta_v3 至 response_8_oasst_deberta_v3: 浮点数类型（float64）
  • response_1_beaver_7b 至 response_8_beaver_7b: 浮点数类型（float64）
  • response_1_oasst_pythia_7b 至 response_8_oasst_pythia_7b: 浮点数类型（float64）
  • response_1_oasst_pythia_1b 至 response_8_oasst_pythia_1b: 浮点数类型（float64）

• 模型评分排名

  • 各模型对应的最高分和最低分模型名称及索引，均为字符串和整数类型（int64）
  • 各模型对应的最高分和最低分字符数及情感评分，均为整数和浮点数类型（int64和float64）

数据集分割

• 训练集
  • 大小：16278702字节
  • 示例数：1000

数据集大小

• 下载大小：9328688字节
• 数据集大小：16278702字节