open-llm-leaderboard-old/details_dvruette__oasst-gpt-neox-20b-3000-steps
收藏Hugging Face2023-09-17 更新2024-06-22 收录
下载链接：
https://hf-mirror.com/datasets/open-llm-leaderboard-old/details_dvruette__oasst-gpt-neox-20b-3000-steps
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资源简介：
该数据集是在模型 dvruette/oasst-gpt-neox-20b-3000-steps 在 Open LLM Leaderboard 上的评估运行期间自动创建的。数据集由 64 个配置组成，每个配置对应一个被评估的任务。数据集来自 2 次运行，每次运行在每个配置中表示为特定的分割，分割名称由运行的时间戳命名。train 分割始终指向最新的结果。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。README 还提供了如何使用 `datasets` 库中的 `load_dataset` 函数加载数据集的示例，并包含了特定运行的最新结果。
该数据集是在模型 dvruette/oasst-gpt-neox-20b-3000-steps 在 Open LLM Leaderboard 上的评估运行期间自动创建的。数据集由 64 个配置组成，每个配置对应一个被评估的任务。数据集来自 2 次运行，每次运行在每个配置中表示为特定的分割，分割名称由运行的时间戳命名。train 分割始终指向最新的结果。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。README 还提供了如何使用 `datasets` 库中的 `load_dataset` 函数加载数据集的示例，并包含了特定运行的最新结果。
提供机构：
open-llm-leaderboard-old
原始信息汇总
数据集概述
数据集简介
该数据集是在评估模型dvruette/oasst-gpt-neox-20b-3000-steps在Open LLM Leaderboard上的自动创建的。
数据集组成
数据集包含64个配置，每个配置对应一个评估任务。数据集从2次运行中创建，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。
额外配置
一个额外的配置"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
以下是加载特定运行详细信息的示例代码： python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_dvruette__oasst-gpt-neox-20b-3000-steps", "harness_winogrande_5", split="train")
最新结果
以下是最新结果来自2023-09-17T10:27:17.935969的示例： python { "all": { "em": 0.03261325503355705, "em_stderr": 0.0018190171380944452, "f1": 0.08462353187919494, "f1_stderr": 0.0021613692798517184, "acc": 0.35813018759877047, "acc_stderr": 0.008817523952258153 }, "harness|drop|3": { "em": 0.03261325503355705, "em_stderr": 0.0018190171380944452, "f1": 0.08462353187919494, "f1_stderr": 0.0021613692798517184 }, "harness|gsm8k|5": { "acc": 0.02880970432145565, "acc_stderr": 0.00460748428376746 }, "harness|winogrande|5": { "acc": 0.6874506708760852, "acc_stderr": 0.013027563620748847 } }
配置详情
以下是数据集的部分配置详情：
-
config_name: harness_arc_challenge_25
- split: 2023_07_19T21_33_10.003072
- path: **/details_harness|arc:challenge|25_2023-07-19T21:33:10.003072.parquet
- split: latest
- path: **/details_harness|arc:challenge|25_2023-07-19T21:33:10.003072.parquet
- split: 2023_07_19T21_33_10.003072
-
config_name: harness_drop_3
- split: 2023_09_17T10_27_17.935969
- path: **/details_harness|drop|3_2023-09-17T10-27-17.935969.parquet
- split: latest
- path: **/details_harness|drop|3_2023-09-17T10-27-17.935969.parquet
- split: 2023_09_17T10_27_17.935969
-
config_name: harness_gsm8k_5
- split: 2023_09_17T10_27_17.935969
- path: **/details_harness|gsm8k|5_2023-09-17T10-27-17.935969.parquet
- split: latest
- path: **/details_harness|gsm8k|5_2023-09-17T10-27-17.935969.parquet
- split: 2023_09_17T10_27_17.935969
-
config_name: harness_hellaswag_10
- split: 2023_07_19T21_33_10.003072
- path: **/details_harness|hellaswag|10_2023-07-19T21:33:10.003072.parquet
- split: latest
- path: **/details_harness|hellaswag|10_2023-07-19T21:33:10.003072.parquet
- split: 2023_07_19T21_33_10.003072
-
config_name: harness_hendrycksTest_5
- split: 2023_07_19T21_33_10.003072
- path:
- **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-anatomy|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-astronomy|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-business_ethics|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-college_biology|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-college_medicine|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-college_physics|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-computer_security|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-econometrics|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-electrical_engineering|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-formal_logic|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-global_facts|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-high_school_biology|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-high_school_chemistry|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-high_school_computer_science|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-high_school_european_history|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-high_school_geography|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-high_school_mathematics|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-high_school_physics|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-high_school_psychology|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-high_school_statistics|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-high_school_us_history|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-high_school_world_history|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-human_aging|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-human_sexuality|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-international_law|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-jurisprudence|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-logical_fallacies|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-machine_learning|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-management|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-marketing|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-medical_genetics|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-miscellaneous|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-moral_disputes|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-moral_scenarios|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-nutrition|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-philosophy|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-prehistory|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-professional_accounting|5_2023-07-19T21:33:10.003072.parquet
- **/details_harness|hendrycksTest-
- path:
- split: 2023_07_19T21_33_10.003072
