open-llm-leaderboard-old/details_zyh3826__20231206094523-pretrain-Llama-2-13b-hf-76000
收藏数据集概述
该数据集是在对模型 zyh3826/20231206094523-pretrain-Llama-2-13b-hf-76000 进行评估运行期间自动创建的，用于 Open LLM Leaderboard。
数据集组成
- 数据集由 63 个配置组成，每个配置对应一个评估任务。
- 数据集从 1 次运行中创建，每个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。
- 额外的 "results" 配置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_zyh3826__20231206094523-pretrain-Llama-2-13b-hf-76000", "harness_winogrande_5", split="train")
最新结果
这些是最新结果，来自运行 2023-12-16T19:10:08.159006：
python { "all": { "acc": 0.24943893194371924, "acc_stderr": 0.030400489062706072, "acc_norm": 0.25014496177092693, "acc_norm_stderr": 0.031209015064341802, "mc1": 0.25458996328029376, "mc1_stderr": 0.015250117079156482, "mc2": 0.4471244819837127, "mc2_stderr": 0.014622242508536614 }, "harness|arc:challenge|25": { "acc": 0.27303754266211605, "acc_stderr": 0.01301933276263575, "acc_norm": 0.310580204778157, "acc_norm_stderr": 0.013522292098053055 }, "harness|hellaswag|10": { "acc": 0.4026090420235013, "acc_stderr": 0.0048942100113032235, "acc_norm": 0.5203146783509262, "acc_norm_stderr": 0.0049856612829985835 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.22, "acc_stderr": 0.04163331998932269, "acc_norm": 0.22, "acc_norm_stderr": 0.04163331998932269 }, ... }
配置详情
-
config_name: harness_arc_challenge_25
- data_files:
- split: 2023_12_16T19_10_08.159006
**/details_harness|arc:challenge|25_2023-12-16T19-10-08.159006.parquet
- split: latest
**/details_harness|arc:challenge|25_2023-12-16T19-10-08.159006.parquet
- split: 2023_12_16T19_10_08.159006
- data_files:
-
config_name: harness_gsm8k_5
- data_files:
- split: 2023_12_16T19_10_08.159006
**/details_harness|gsm8k|5_2023-12-16T19-10-08.159006.parquet
- split: latest
**/details_harness|gsm8k|5_2023-12-16T19-10-08.159006.parquet
- split: 2023_12_16T19_10_08.159006
- data_files:
-
config_name: harness_hellaswag_10
- data_files:
- split: 2023_12_16T19_10_08.159006
**/details_harness|hellaswag|10_2023-12-16T19-10-08.159006.parquet
- split: latest
**/details_harness|hellaswag|10_2023-12-16T19-10-08.159006.parquet
- split: 2023_12_16T19_10_08.159006
- data_files:
-
config_name: harness_hendrycksTest_5
- data_files:
- split: 2023_12_16T19_10_08.159006
**/details_harness|hendrycksTest-abstract_algebra|5_2023-12-16T19-10-08.159006.parquet**/details_harness|hendrycksTest-anatomy|5_2023-12-16T19-10-08.159006.parquet**/details_harness|hendrycksTest-astronomy|5_2023-12-16T19-10-08.159006.parquet**/details_harness|hendrycksTest-business_ethics|5_2023-12-16T19-10-08.159006.parquet**/details_harness|hendrycksTest-clinical_knowledge|5_2023-12-16T19-10-08.159006.parquet**/details_harness|hendrycksTest-college_biology|5_2023-12-16T19-10-08.159006.parquet**/details_harness|hendrycksTest-college_chemistry|5_2023-12-16T19-10-08.159006.parquet**/details_harness|hendrycksTest-college_computer_science|5_2023-12-16T19-10-08.159006.parquet**/details_harness|hendrycksTest-college_mathematics|5_2023-12-16T19-10-08.159006.parquet**/details_harness|hendrycksTest-college_medicine|5_2023-12-16T19-10-08.159006.parquet**/details_harness|hendrycksTest-college_physics|5_2023-12-16T19-10-08.159006.parquet**/details_harness|hendrycksTest-computer_security|5_2023-12-16T19-10-08.159006.parquet**/details_harness|hendrycksTest-conceptual_physics|5_2023-12-16T19-10-08.159006.parquet**/details_harness|hendrycksTest-econometrics|5_2023-12-16T19-10-08.159006.parquet**/details_harness|hendrycksTest-electrical_engineering|5_2023-12-16T19-10-08.159006.parquet**/details_harness|hendrycksTest-elementary_mathematics|5_2023-12-16T19-10-08.159006.parquet**/details_harness|hendrycksTest-formal_logic|5_2023-12-16T19-10-08.159006.parquet- ...
- split: 2023_12_16T19_10_08.159006
- data_files:
