open-llm-leaderboard/details_heegyu__LIMA2-13b-hf
收藏数据集概述
数据集来源
该数据集是在对模型 heegyu/LIMA2-13b-hf 进行评估运行期间自动创建的，评估结果发布在 Open LLM Leaderboard 上。
数据集结构
- 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，每次运行在每个配置中作为一个特定的分片存在，分片名称使用运行的时间戳。
- "train" 分片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，用于计算和显示在 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_heegyu__LIMA2-13b-hf", "harness_winogrande_5", split="train")
最新结果
以下是 2023-10-22T00:28:18.061876 运行 的最新结果： python { "all": { "em": 0.2590184563758389, "em_stderr": 0.004486510640529356, "f1": 0.3212950922818803, "f1_stderr": 0.004447928613953936, "acc": 0.3950291202646285, "acc_stderr": 0.009430155888357935 }, "harness|drop|3": { "em": 0.2590184563758389, "em_stderr": 0.004486510640529356, "f1": 0.3212950922818803, "f1_stderr": 0.004447928613953936 }, "harness|gsm8k|5": { "acc": 0.0576194086429113, "acc_stderr": 0.006418593319822863 }, "harness|winogrande|5": { "acc": 0.7324388318863457, "acc_stderr": 0.012441718456893009 } }
配置详情
-
harness_arc_challenge_25
- 分片: 2023_08_09T15_19_08.555277, latest
- 路径:
**/details_harness|arc:challenge|25_2023-08-09T15:19:08.555277.parquet
-
harness_drop_3
- 分片: 2023_10_22T00_28_18.061876, latest
- 路径:
**/details_harness|drop|3_2023-10-22T00-28-18.061876.parquet
-
harness_gsm8k_5
- 分片: 2023_10_22T00_28_18.061876, latest
- 路径:
**/details_harness|gsm8k|5_2023-10-22T00-28-18.061876.parquet
-
harness_hellaswag_10
- 分片: 2023_08_09T15_19_08.555277, latest
- 路径:
**/details_harness|hellaswag|10_2023-08-09T15:19:08.555277.parquet
-
harness_hendrycksTest_5
- 分片: 2023_08_09T15_19_08.555277, latest
- 路径: 多个路径，例如
**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-09T15:19:08.555277.parquet
-
harness_hendrycksTest_abstract_algebra_5
- 分片: 2023_08_09T15_19_08.555277, latest
- 路径:
**/details_harness|hendrycksTest-abstract_algebra|5_2023-08-09T15:19:08.555277.parquet
-
harness_hendrycksTest_anatomy_5
- 分片: 2023_08_09T15_19_08.555277, latest
- 路径:
**/details_harness|hendrycksTest-anatomy|5_2023-08-09T15:19:08.555277.parquet
-
harness_hendrycksTest_astronomy_5
- 分片: 2023_08_09T15_19_08.555277, latest
- 路径:
**/details_harness|hendrycksTest-astronomy|5_2023-08-09T15:19:08.555277.parquet
-
harness_hendrycksTest_business_ethics_5
- 分片: 2023_08_09T15_19_08.555277, latest
- 路径:
**/details_harness|hendrycksTest-business_ethics|5_2023-08-09T15:19:08.555277.parquet
-
harness_hendrycksTest_clinical_knowledge_5
- 分片: 2023_08_09T15_19_08.555277, latest
- 路径:
**/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-09T15:19:08.555277.parquet
-
harness_hendrycksTest_college_biology_5
- 分片: 2023_08_09T15_19_08.555277, latest
- 路径:
**/details_harness|hendrycksTest-college_biology|5_2023-08-09T15:19:08.555277.parquet
-
harness_hendrycksTest_college_chemistry_5
- 分片: 2023_08_09T15_19_08.555277, latest
- 路径:
**/details_harness|hendrycksTest-college_chemistry|5_2023-08-09T15:19:08.555277.parquet
-
harness_hendrycksTest_college_computer_science_5
- 分片: 2023_08_09T15_19_08.555277, latest
- 路径:
**/details_harness|hendrycksTest-college_computer_science|5_2023-08-09T15:19:08.555277.parquet
-
harness_hendrycksTest_college_mathematics_5
- 分片: 2023_08_09T15_19_08.555277, latest
- 路径:
**/details_harness|hendrycksTest-college_mathematics|5_2023-08-09T15:19:08.555277.parquet
-
harness_hendrycksTest_college_medicine_5
- 分片: 2023_08_09T15_19_08.555277, latest
- 路径:
**/details_harness|hendrycksTest-college_medicine|5_2023-08-09T15:19:08.555277.parquet
-
harness_hendrycksTest_college_physics_5
- 分片: 2023_08_09T15_19_08.555277, latest
- 路径:
**/details_harness|hendrycksTest-college_physics|5_2023-08-09T15:19:08.555277.parquet
-
harness_hendrycksTest_computer_security_5
- 分片: 2023_08_09T15_19_08.555277, latest
- 路径:
**/details_harness|hendrycksTest-computer_security|5_2023-08-09T15:19:08.555277.parquet
-
harness_hendrycksTest_conceptual_physics_5
- 分片: 2023_08_09T15_19_08.555277, latest
- 路径:
**/details_harness|hendrycksTest-conceptual_physics|5_2023-08-09T15:19:08.555277.parquet
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harness_hendrycksTest_econometrics_5
- 分片: 2023_08_09T15_19_08.555277, latest
- 路径:
**/details_harness|hendrycksTest-econometrics|5_2023-08-09T15:19:08.555277.parquet
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harness_hendrycksTest_electrical_engineering_5
- 分片: 2023_08_09T15_19_08.555277, latest
- 路径:
**/details_harness|hendrycksTest-electrical_engineering|5_2023-08-09T15:19:08.555277.parquet
-
harness_hendrycksTest_elementary_mathematics_5
- 分片: 2023_08_09T15_19_08.555277, latest
- 路径:
**/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-09T15:19:08.555277.parquet
