open-llm-leaderboard-old/details_bigcode__gpt_bigcode-santacoder
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_bigcode__gpt_bigcode-santacoder
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资源简介：
该数据集是在模型 bigcode/gpt_bigcode-santacoder 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。数据集是从 2 次运行中创建的，每次运行在每个配置中表示为特定的分割，分割名称使用运行的时间戳。train 分割始终指向最新的结果。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 Python 代码加载运行细节的示例，并包含了特定运行的最新结果。
该数据集是在模型 bigcode/gpt_bigcode-santacoder 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。数据集是从 2 次运行中创建的，每次运行在每个配置中表示为特定的分割，分割名称使用运行的时间戳。train 分割始终指向最新的结果。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 Python 代码加载运行细节的示例，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
该数据集是在评估模型 bigcode/gpt_bigcode-santacoder 在 Open LLM Leaderboard 上的运行过程中自动创建的。
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。
- 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
python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_bigcode__gpt_bigcode-santacoder", "harness_winogrande_5", split="train")
最新结果
以下是 2023-09-17T12:23:19.324032 运行 的最新结果：
python { "all": { "em": 0.0009437919463087249, "em_stderr": 0.0003144653119413059, "f1": 0.03720532718120814, "f1_stderr": 0.0010858123513473891, "acc": 0.2418011181367818, "acc_stderr": 0.008020272468716342 }, "harness|drop|3": { "em": 0.0009437919463087249, "em_stderr": 0.0003144653119413059, "f1": 0.03720532718120814, "f1_stderr": 0.0010858123513473891 }, "harness|gsm8k|5": { "acc": 0.00530705079605762, "acc_stderr": 0.0020013057209480557 }, "harness|winogrande|5": { "acc": 0.47829518547750594, "acc_stderr": 0.014039239216484629 } }
配置详情
-
config_name: harness_arc_challenge_25
- split: 2023_07_19T19_05_43.434285
- path: **/details_harness|arc:challenge|25_2023-07-19T19:05:43.434285.parquet
- split: latest
- path: **/details_harness|arc:challenge|25_2023-07-19T19:05:43.434285.parquet
- split: 2023_07_19T19_05_43.434285
-
config_name: harness_drop_3
- split: 2023_09_17T12_23_19.324032
- path: **/details_harness|drop|3_2023-09-17T12-23-19.324032.parquet
- split: latest
- path: **/details_harness|drop|3_2023-09-17T12-23-19.324032.parquet
- split: 2023_09_17T12_23_19.324032
-
config_name: harness_gsm8k_5
- split: 2023_09_17T12_23_19.324032
- path: **/details_harness|gsm8k|5_2023-09-17T12-23-19.324032.parquet
- split: latest
- path: **/details_harness|gsm8k|5_2023-09-17T12-23-19.324032.parquet
- split: 2023_09_17T12_23_19.324032
-
config_name: harness_hellaswag_10
- split: 2023_07_19T19_05_43.434285
- path: **/details_harness|hellaswag|10_2023-07-19T19:05:43.434285.parquet
- split: latest
- path: **/details_harness|hellaswag|10_2023-07-19T19:05:43.434285.parquet
- split: 2023_07_19T19_05_43.434285
-
config_name: harness_hendrycksTest_5
- split: 2023_07_19T19_05_43.434285
- path:
- **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-anatomy|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-astronomy|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-business_ethics|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-college_biology|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-college_medicine|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-college_physics|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-computer_security|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-econometrics|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-electrical_engineering|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-formal_logic|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-global_facts|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-high_school_biology|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-high_school_chemistry|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-high_school_computer_science|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-high_school_european_history|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-high_school_geography|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-high_school_mathematics|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-high_school_physics|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-high_school_psychology|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-high_school_statistics|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-high_school_us_history|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-high_school_world_history|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-human_aging|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-human_sexuality|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-international_law|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-jurisprudence|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-logical_fallacies|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-machine_learning|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-management|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-marketing|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-medical_genetics|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-miscellaneous|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-moral_disputes|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-moral_scenarios|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-nutrition|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-philosophy|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-prehistory|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-professional_accounting|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hendrycksTest-professional_law|5_2023-07-19T19:05:43.434285.parquet
- **/details_harness|hend
- path:
- split: 2023_07_19T19_05_43.434285
