open-llm-leaderboard-old/details_NousResearch__Nous-Hermes-llama-2-7b
收藏Hugging Face2023-10-22 更新2024-06-22 收录
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https://hf-mirror.com/datasets/open-llm-leaderboard-old/details_NousResearch__Nous-Hermes-llama-2-7b
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资源简介：
该数据集是在模型NousResearch/Nous-Hermes-llama-2-7b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，每个配置对应一个特定的评估任务。它由2次运行生成，每次运行在每个配置中表示为特定的分割，使用运行的时间戳命名。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Hugging Face datasets库加载运行中的详细信息的示例。
该数据集是在模型NousResearch/Nous-Hermes-llama-2-7b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，每个配置对应一个特定的评估任务。它由2次运行生成，每次运行在每个配置中表示为特定的分割，使用运行的时间戳命名。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Hugging Face datasets库加载运行中的详细信息的示例。
提供机构：
open-llm-leaderboard-old
原始信息汇总
数据集概述
该数据集是在对模型 NousResearch/Nous-Hermes-llama-2-7b 进行评估时自动创建的，用于 Open LLM Leaderboard。
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，每个运行在每个配置中作为一个特定的拆分存在，拆分名称使用运行的时间戳。"train" 拆分始终指向最新的结果。
结果配置
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。
加载数据示例
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_NousResearch__Nous-Hermes-llama-2-7b", "harness_winogrande_5", split="train")
最新结果
以下是 2023-10-22T01:50:03.524306 运行 的最新结果：
python { "all": { "em": 0.14649748322147652, "em_stderr": 0.0036212385599472124, "f1": 0.21412122483221444, "f1_stderr": 0.0037396442766702157, "acc": 0.3989754501778092, "acc_stderr": 0.009370647012687763 }, "harness|drop|3": { "em": 0.14649748322147652, "em_stderr": 0.0036212385599472124, "f1": 0.21412122483221444, "f1_stderr": 0.0037396442766702157 }, "harness|gsm8k|5": { "acc": 0.0576194086429113, "acc_stderr": 0.006418593319822861 }, "harness|winogrande|5": { "acc": 0.7403314917127072, "acc_stderr": 0.012322700705552667 } }
配置详情
以下是数据集的部分配置详情：
-
harness_arc_challenge_25
- 拆分: 2023_07_31T15_03_15.265717
- 路径: **/details_harness|arc:challenge|25_2023-07-31T15:03:15.265717.parquet
- 拆分: latest
- 路径: **/details_harness|arc:challenge|25_2023-07-31T15:03:15.265717.parquet
- 拆分: 2023_07_31T15_03_15.265717
-
harness_drop_3
- 拆分: 2023_10_22T01_50_03.524306
- 路径: **/details_harness|drop|3_2023-10-22T01-50-03.524306.parquet
- 拆分: latest
- 路径: **/details_harness|drop|3_2023-10-22T01-50-03.524306.parquet
- 拆分: 2023_10_22T01_50_03.524306
-
harness_gsm8k_5
- 拆分: 2023_10_22T01_50_03.524306
- 路径: **/details_harness|gsm8k|5_2023-10-22T01-50-03.524306.parquet
- 拆分: latest
- 路径: **/details_harness|gsm8k|5_2023-10-22T01-50-03.524306.parquet
- 拆分: 2023_10_22T01_50_03.524306
-
harness_hellaswag_10
- 拆分: 2023_07_31T15_03_15.265717
- 路径: **/details_harness|hellaswag|10_2023-07-31T15:03:15.265717.parquet
- 拆分: latest
- 路径: **/details_harness|hellaswag|10_2023-07-31T15:03:15.265717.parquet
- 拆分: 2023_07_31T15_03_15.265717
-
harness_hendrycksTest_5
- 拆分: 2023_07_31T15_03_15.265717
- 路径:
- **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-anatomy|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-astronomy|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-business_ethics|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-college_biology|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-college_chemistry|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-college_computer_science|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-college_mathematics|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-college_medicine|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-college_physics|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-computer_security|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-conceptual_physics|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-econometrics|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-electrical_engineering|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-formal_logic|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-global_facts|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-high_school_biology|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-high_school_chemistry|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-high_school_computer_science|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-high_school_european_history|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-high_school_geography|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-high_school_mathematics|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-high_school_physics|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-high_school_psychology|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-high_school_statistics|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-high_school_us_history|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-high_school_world_history|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-human_aging|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-human_sexuality|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-international_law|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-jurisprudence|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-logical_fallacies|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-machine_learning|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-management|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-marketing|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-medical_genetics|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-miscellaneous|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-moral_disputes|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-moral_scenarios|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-nutrition|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-philosophy|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-prehistory|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hendrycksTest-professional_accounting|5_2023-07-31T15:03:15.265717.parquet
- **/details_harness|hend
- 路径:
- 拆分: 2023_07_31T15_03_15.265717
