open-llm-leaderboard/details_bigscience__bloom-7b1
收藏Hugging Face2023-12-04 更新2024-03-04 收录
下载链接：
https://hf-mirror.com/datasets/open-llm-leaderboard/details_bigscience__bloom-7b1
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资源简介：
该数据集是在评估模型bigscience/bloom-7b1时自动创建的，主要用于Open LLM Leaderboard的评估任务。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10次运行生成，每次运行的结果作为一个特定的分割，分割名称使用运行的时间戳。train分割始终指向最新的结果。此外，还有一个名为results的配置，存储了所有运行的聚合结果，并用于计算和显示Open LLM Leaderboard上的聚合指标。
This dataset was automatically generated during the evaluation of the bigscience/bloom-7b1 model, and is primarily intended for evaluation tasks on the Open LLM Leaderboard. The dataset consists of 64 configurations, each corresponding to one evaluation task. It is derived from 10 evaluation runs, where the results of each run form a dedicated data split, and the name of each split is the timestamp of the corresponding run. The `train` split always points to the most recent evaluation results. Additionally, there is a configuration named `results` that stores the aggregated results across all runs, and is used to calculate and display the aggregate metrics on the Open LLM Leaderboard.
提供机构：
open-llm-leaderboard原始信息汇总
数据集概述
数据集名称
- 名称: Evaluation run of bigscience/bloom-7b1
数据集描述
- 描述: 该数据集是在模型 bigscience/bloom-7b1 在 Open LLM Leaderboard 上的评估运行期间自动创建的。
数据集组成
- 组成: 数据集由 64 个配置组成，每个配置对应一个评估任务。
数据集创建
- 创建过程: 数据集从 10 次运行中创建。每次运行可以在每个配置中作为一个特定的分片找到，分片名称使用运行的时间戳。"train" 分片始终指向最新的结果。
额外配置
- 额外配置: 一个名为 "results" 的额外配置存储了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
- 加载示例: python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_bigscience__bloom-7b1", "harness_gsm8k_5", split="train")
最新结果
- 最新结果: 这些是最新结果，来自 2023-12-04T13:10:02.911977 的运行（注意可能包含其他任务的结果，每个任务的结果可以在 "results" 和 "latest" 分片中找到）： python { "all": { "acc": 0.013646702047005308, "acc_stderr": 0.0031957470754807806 }, "harness|gsm8k|5": { "acc": 0.013646702047005308, "acc_stderr": 0.0031957470754807806 } }
配置详情
- 配置列表:
- harness_arc_challenge_25:
- 分片: 2023_08_01T14_42_42.953249, latest
- 路径: **/details_harness|arc:challenge|25_2023-08-01T14:42:42.953249.parquet
- harness_drop_3:
- 分片: 2023_10_17T22_39_12.950006, 2023_10_19T04_28_54.166367, latest
- 路径: **/details_harness|drop|3_2023-10-17T22-39-12.950006.parquet, **/details_harness|drop|3_2023-10-19T04-28-54.166367.parquet
- harness_gsm8k_5:
- 分片: 2023_10_17T22_39_12.950006, 2023_10_19T04_28_54.166367, 2023_12_03T15_05_35.973526, 2023_12_03T16_09_00.043447, 2023_12_03T16_09_29.945299, 2023_12_04T09_58_57.284123, 2023_12_04T09_59_23.998430, 2023_12_04T13_09_04.314120, 2023_12_04T13_10_02.911977, latest
- 路径: **/details_harness|gsm8k|5_2023-10-17T22-39-12.950006.parquet, **/details_harness|gsm8k|5_2023-10-19T04-28-54.166367.parquet, **/details_harness|gsm8k|5_2023-12-03T15-05-35.973526.parquet, **/details_harness|gsm8k|5_2023-12-03T16-09-00.043447.parquet, **/details_harness|gsm8k|5_2023-12-03T16-09-29.945299.parquet, **/details_harness|gsm8k|5_2023-12-04T09-58-57.284123.parquet, **/details_harness|gsm8k|5_2023-12-04T09-59-23.998430.parquet, **/details_harness|gsm8k|5_2023-12-04T13-09-04.314120.parquet, **/details_harness|gsm8k|5_2023-12-04T13-10-02.911977.parquet
- harness_hellaswag_10:
- 分片: 2023_08_01T14_42_42.953249, latest
- 路径: **/details_harness|hellaswag|10_2023-08-01T14:42:42.953249.parquet
- harness_hendrycksTest_5:
- 分片: 2023_08_01T14_42_42.953249, latest
- 路径: **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-anatomy|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-astronomy|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-business_ethics|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-college_biology|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-college_chemistry|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-college_computer_science|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-college_mathematics|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-college_medicine|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-college_physics|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-computer_security|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-econometrics|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-formal_logic|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-global_facts|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-high_school_biology|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-high_school_european_history|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-high_school_geography|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-high_school_mathematics|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-high_school_physics|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-high_school_psychology|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-high_school_statistics|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-high_school_us_history|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-high_school_world_history|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-human_aging|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-human_sexuality|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-international_law|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-jurisprudence|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-logical_fallacies|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-machine_learning|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-management|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-marketing|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-medical_genetics|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-miscellaneous|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-moral_disputes|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-moral_scenarios|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-nutrition|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-philosophy|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-prehistory|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-professional_accounting|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-professional_law|5_2023-08-01T14:42:42.95324
- harness_arc_challenge_25:
