open-llm-leaderboard/details_OpenAssistant__pythia-12b-sft-v8-7k-steps
收藏Hugging Face2023-10-15 更新2024-03-04 收录
下载链接：
https://hf-mirror.com/datasets/open-llm-leaderboard/details_OpenAssistant__pythia-12b-sft-v8-7k-steps
下载链接
链接失效反馈官方服务：
资源简介：
该数据集是在评估模型OpenAssistant/pythia-12b-sft-v8-7k-steps时自动生成的，主要用于在Open LLM Leaderboard上进行评估。数据集包含64个配置，每个配置对应一个评估任务。数据集由2次运行生成，每次运行的结果存储在不同的split中，split的名称基于运行的时间戳。train split始终指向最新的结果。此外，数据集还包含一个名为results的配置，用于存储所有运行的聚合结果，并在Open LLM Leaderboard上显示聚合指标。
提供机构：
open-llm-leaderboard
原始信息汇总
数据集概述
数据集简介
该数据集是在对模型 OpenAssistant/pythia-12b-sft-v8-7k-steps 进行评估运行期间自动创建的，用于 Open LLM Leaderboard。
数据集结构
- 数据集包含 64 个配置，每个配置对应一个评估任务。
- 数据集由 2 次运行创建，每次运行可以在每个配置中找到特定的分割，分割名称使用运行的时间戳。
- "train" 分割始终指向最新的结果。
- 额外的配置 "results" 存储所有运行的聚合结果，用于计算和显示 Open LLM Leaderboard 上的聚合指标。
数据加载示例
python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_OpenAssistant__pythia-12b-sft-v8-7k-steps", "harness_winogrande_5", split="train")
最新结果
以下是 2023-10-15T22:42:11.722457 运行的最新结果： python { "all": { "em": 0.00041946308724832214, "em_stderr": 0.000209698547078268, "f1": 0.04836619127516802, "f1_stderr": 0.0011660409478930682, "acc": 0.3794319917806236, "acc_stderr": 0.010932628099092904 }, "harness|drop|3": { "em": 0.00041946308724832214, "em_stderr": 0.000209698547078268, "f1": 0.04836619127516802, "f1_stderr": 0.0011660409478930682 }, "harness|gsm8k|5": { "acc": 0.10614101592115238, "acc_stderr": 0.008484346948434564 }, "harness|winogrande|5": { "acc": 0.6527229676400947, "acc_stderr": 0.013380909249751242 } }
配置详情
以下是数据集的配置详情：
-
harness_arc_challenge_25
- 分割：2023_07_19T18_12_25.184971
- 路径：
**/details_harness|arc:challenge|25_2023-07-19T18:12:25.184971.parquet
- 路径：
- 分割：latest
- 路径：
**/details_harness|arc:challenge|25_2023-07-19T18:12:25.184971.parquet
- 路径：
- 分割：2023_07_19T18_12_25.184971
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harness_drop_3
- 分割：2023_10_15T22_42_11.722457
- 路径：
**/details_harness|drop|3_2023-10-15T22-42-11.722457.parquet
- 路径：
- 分割：latest
- 路径：
**/details_harness|drop|3_2023-10-15T22-42-11.722457.parquet
- 路径：
- 分割：2023_10_15T22_42_11.722457
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harness_gsm8k_5
- 分割：2023_10_15T22_42_11.722457
- 路径：
**/details_harness|gsm8k|5_2023-10-15T22-42-11.722457.parquet
- 路径：
- 分割：latest
- 路径：
**/details_harness|gsm8k|5_2023-10-15T22-42-11.722457.parquet
- 路径：
- 分割：2023_10_15T22_42_11.722457
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harness_hellaswag_10
- 分割：2023_07_19T18_12_25.184971
- 路径：
**/details_harness|hellaswag|10_2023-07-19T18:12:25.184971.parquet
- 路径：
- 分割：latest
- 路径：
**/details_harness|hellaswag|10_2023-07-19T18:12:25.184971.parquet
- 路径：
- 分割：2023_07_19T18_12_25.184971
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harness_hendrycksTest_5
- 分割：2023_07_19T18_12_25.184971
- 路径：
**/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-anatomy|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-astronomy|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-business_ethics|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-college_biology|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-college_medicine|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-college_physics|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-computer_security|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-econometrics|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-electrical_engineering|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-formal_logic|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-global_facts|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-high_school_biology|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-high_school_chemistry|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-high_school_computer_science|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-high_school_european_history|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-high_school_geography|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-high_school_mathematics|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-high_school_microeconomics|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-high_school_physics|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-high_school_psychology|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-high_school_statistics|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-high_school_us_history|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-high_school_world_history|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-human_aging|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-human_sexuality|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-international_law|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-jurisprudence|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-logical_fallacies|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-machine_learning|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-management|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-marketing|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-medical_genetics|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-miscellaneous|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-moral_disputes|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-moral_scenarios|5_2023-07-19T18:12:25.184971.parquet - 路径：
**/details_harness|hendrycksTest-nutrition|5_2023-07-19T18:12:25.184971.parquet - 路径：`**/details_harness|hendrycksTest-philosophy|5_2023-07-19T18:12:25.184971.par
- 路径：
- 分割：2023_07_19T18_12_25.184971
