open-llm-leaderboard/details_lvkaokao__llama2-7b-hf-instruction-lora
收藏数据集概述
该数据集是在评估模型lvkaokao/llama2-7b-hf-instruction-lora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_lvkaokao__llama2-7b-hf-instruction-lora", "harness_winogrande_5", split="train")
最新结果
以下是2023-09-22T19:01:17.427442运行的最新结果： python { "all": { "em": 0.32466442953020136, "em_stderr": 0.004795311441664345, "f1": 0.372114093959732, "f1_stderr": 0.00471907408435466, "acc": 0.4202347692309533, "acc_stderr": 0.010254299592459359 }, "harness|drop|3": { "em": 0.32466442953020136, "em_stderr": 0.004795311441664345, "f1": 0.372114093959732, "f1_stderr": 0.00471907408435466 }, "harness|gsm8k|5": { "acc": 0.09855951478392722, "acc_stderr": 0.008210320350946328 }, "harness|winogrande|5": { "acc": 0.7419100236779794, "acc_stderr": 0.01229827883397239 } }
配置详情
以下是数据集的配置详情：
-
harness_arc_challenge_25
- 分割：2023_08_09T14_42_44.392764
- 路径：
**/details_harness|arc:challenge|25_2023-08-09T14:42:44.392764.parquet - 分割：latest
- 路径：
**/details_harness|arc:challenge|25_2023-08-09T14:42:44.392764.parquet
-
harness_drop_3
- 分割：2023_09_22T19_01_17.427442
- 路径：
**/details_harness|drop|3_2023-09-22T19-01-17.427442.parquet - 分割：latest
- 路径：
**/details_harness|drop|3_2023-09-22T19-01-17.427442.parquet
-
harness_gsm8k_5
- 分割：2023_09_22T19_01_17.427442
- 路径：
**/details_harness|gsm8k|5_2023-09-22T19-01-17.427442.parquet - 分割：latest
- 路径：
**/details_harness|gsm8k|5_2023-09-22T19-01-17.427442.parquet
-
harness_hellaswag_10
- 分割：2023_08_09T14_42_44.392764
- 路径：
**/details_harness|hellaswag|10_2023-08-09T14:42:44.392764.parquet - 分割：latest
- 路径：
**/details_harness|hellaswag|10_2023-08-09T14:42:44.392764.parquet
-
harness_hendrycksTest_5
- 分割：2023_08_09T14_42_44.392764
- 路径：
**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-09T14:42:44.392764.parquet - 分割：latest
- 路径：
**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-09T14:42:44.392764.parquet
-
harness_hendrycksTest_abstract_algebra_5
- 分割：2023_08_09T14_42_44.392764
- 路径：
**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-09T14:42:44.392764.parquet - 分割：latest
- 路径：
**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-09T14:42:44.392764.parquet
-
harness_hendrycksTest_anatomy_5
- 分割：2023_08_09T14_42_44.392764
- 路径：
**/details_harness|hendrycksTest-anatomy|5_2023-08-09T14:42:44.392764.parquet - 分割：latest
- 路径：
**/details_harness|hendrycksTest-anatomy|5_2023-08-09T14:42:44.392764.parquet
-
harness_hendrycksTest_astronomy_5
- 分割：2023_08_09T14_42_44.392764
- 路径：
**/details_harness|hendrycksTest-astronomy|5_2023-08-09T14:42:44.392764.parquet - 分割：latest
- 路径：
**/details_harness|hendrycksTest-astronomy|5_2023-08-09T14:42:44.392764.parquet
-
harness_hendrycksTest_business_ethics_5
- 分割：2023_08_09T14_42_44.392764
- 路径：
**/details_harness|hendrycksTest-business_ethics|5_2023-08-09T14:42:44.392764.parquet - 分割：latest
- 路径：
**/details_harness|hendrycksTest-business_ethics|5_2023-08-09T14:42:44.392764.parquet
-
harness_hendrycksTest_clinical_knowledge_5
- 分割：2023_08_09T14_42_44.392764
- 路径：
**/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-09T14:42:44.392764.parquet - 分割：latest
- 路径：
**/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-09T14:42:44.392764.parquet
-
harness_hendrycksTest_college_biology_5
- 分割：2023_08_09T14_42_44.392764
- 路径：
**/details_harness|hendrycksTest-college_biology|5_2023-08-09T14:42:44.392764.parquet - 分割：latest
- 路径：
**/details_harness|hendrycksTest-college_biology|5_2023-08-09T14:42:44.392764.parquet
-
harness_hendrycksTest_college_chemistry_5
- 分割：2023_08_09T14_42_44.392764
- 路径：
**/details_harness|hendrycksTest-college_chemistry|5_2023-08-09T14:42:44.392764.parquet - 分割：latest
- 路径：
**/details_harness|hendrycksTest-college_chemistry|5_2023-08-09T14:42:44.392764.parquet
-
harness_hendrycksTest_college_computer_science_5
- 分割：2023_08_09T14_42_44.392764
- 路径：
**/details_harness|hendrycksTest-college_computer_science|5_2023-08-09T14:42:44.392764.parquet - 分割：latest
- 路径：
**/details_harness|hendrycksTest-college_computer_science|5_2023-08-09T14:42:44.392764.parquet
-
harness_hendrycksTest_college_mathematics_5
- 分割：2023_08_09T14_42_44.392764
- 路径：
**/details_harness|hendrycksTest-college_mathematics|5_2023-08-09T14:42:44.392764.parquet - 分割：latest
- 路径：
**/details_harness|hendrycksTest-college_mathematics|5_2023-08-09T14:42:44.392764.parquet
-
harness_hendrycksTest_college_medicine_5
- 分割：2023_08_09T14_42_44.392764
- 路径：
**/details_harness|hendrycksTest-college_medicine|5_2023-08-09T14:42:44.392764.parquet - 分割：latest
- 路径：
**/details_harness|hendrycksTest-college_medicine|5_2023-08-09T14:42:44.392764.parquet
-
harness_hendrycksTest_college_physics_5
- 分割：2023_08_09T14_42_44.392764
- 路径：
**/details_harness|hendrycksTest-college_physics|5_2023-08-09T14:42:44.392764.parquet - 分割：latest
- 路径：
**/details_harness|hendrycksTest-college_physics|5_2023-08-09T14:42:44.392764.parquet
-
harness_hendrycksTest_computer_security_5
- 分割：2023_08_09T14_42_44.392764
- 路径：
**/details_harness|hendrycksTest-computer_security|5_2023-08-09T14:42:44.392764.parquet - 分割：latest
- 路径：
**/details_harness|hendrycksTest-computer_security|5_2023-08-09T14:42:44.392764.parquet
-
harness_hendrycksTest_conceptual_physics_5
- 分割：2023_08_09T14_42_44.392764
- 路径：
**/details_harness|hendrycksTest-conceptual_physics|5_2023-08-09T14:42:44.392764.parquet - 分割：latest
- 路径：
**/details_harness|hendrycksTest-conceptual_physics|5_2023-08-09T14:42:44.392764.parquet
-
harness_hendrycksTest_econometrics_5
- 分割：2023_08_09T14_42_44.392764
- 路径：
**/details_harness|hendrycksTest-econometrics|5_2023-08-09T14:42:44.392764.parquet - 分割：latest
- 路径：
**/details_harness|hendrycksTest-econometrics|5_2023-08-09T14:42:44.392764.parquet
-
harness_hendrycksTest_electrical_engineering_5
- 分割：2023_08_09T14_42_44.392764
- 路径：
**/details_harness|hendrycksTest-electrical_engineering|5_2023-08-09T14:42:44.392764.parquet - 分割：latest
- 路径：`**/details_harness|hendrycksTest-electrical_engineering|5_2
