open-llm-leaderboard-old/details_CHIH-HUNG__llama-2-13b-FINETUNE4_3.8w-r8-q_k_v_o_gate_up_down
收藏数据集概述
数据集来源
该数据集是在对模型 CHIH-HUNG/llama-2-13b-FINETUNE4_3.8w-r8-q_k_v_o_gate_up_down 进行评估运行时自动创建的，评估运行在 Open LLM Leaderboard 上进行。
数据集结构
- 该数据集包含 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。
- 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_CHIH-HUNG__llama-2-13b-FINETUNE4_3.8w-r8-q_k_v_o_gate_up_down", "harness_winogrande_5", split="train")
最新结果
以下是 2023-10-24T07:10:24.463266 运行的最新结果： python { "all": { "em": 0.31984060402684567, "em_stderr": 0.004776522202017119, "f1": 0.35765205536912764, "f1_stderr": 0.004713634443624145, "acc": 0.42305943190800716, "acc_stderr": 0.010128397484043218 }, "harness|drop|3": { "em": 0.31984060402684567, "em_stderr": 0.004776522202017119, "f1": 0.35765205536912764, "f1_stderr": 0.004713634443624145 }, "harness|gsm8k|5": { "acc": 0.09552691432903715, "acc_stderr": 0.008096605771155745 }, "harness|winogrande|5": { "acc": 0.7505919494869772, "acc_stderr": 0.01216018919693069 } }
配置详情
以下是数据集的配置详情：
-
harness_arc_challenge_25
- 分片: 2023_10_04T05_24_08.290753, latest
- 路径:
**/details_harness|arc:challenge|25_2023-10-04T05-24-08.290753.parquet
-
harness_drop_3
- 分片: 2023_10_24T07_10_24.463266, latest
- 路径:
**/details_harness|drop|3_2023-10-24T07-10-24.463266.parquet
-
harness_gsm8k_5
- 分片: 2023_10_24T07_10_24.463266, latest
- 路径:
**/details_harness|gsm8k|5_2023-10-24T07-10-24.463266.parquet
-
harness_hellaswag_10
- 分片: 2023_10_04T05_24_08.290753, latest
- 路径:
**/details_harness|hellaswag|10_2023-10-04T05-24-08.290753.parquet
-
harness_hendrycksTest_5
- 分片: 2023_10_04T05_24_08.290753, latest
- 路径:
**/details_harness|hendrycksTest-abstract_algebra|5_2023-10-04T05-24-08.290753.parquet**/details_harness|hendrycksTest-anatomy|5_2023-10-04T05-24-08.290753.parquet- ...（其他路径省略）
-
harness_hendrycksTest_abstract_algebra_5
- 分片: 2023_10_04T05_24_08.290753, latest
- 路径:
**/details_harness|hendrycksTest-abstract_algebra|5_2023-10-04T05-24-08.290753.parquet
-
harness_hendrycksTest_anatomy_5
- 分片: 2023_10_04T05_24_08.290753, latest
- 路径:
**/details_harness|hendrycksTest-anatomy|5_2023-10-04T05-24-08.290753.parquet
-
harness_hendrycksTest_astronomy_5
- 分片: 2023_10_04T05_24_08.290753, latest
- 路径:
**/details_harness|hendrycksTest-astronomy|5_2023-10-04T05-24-08.290753.parquet
-
harness_hendrycksTest_business_ethics_5
- 分片: 2023_10_04T05_24_08.290753, latest
- 路径:
**/details_harness|hendrycksTest-business_ethics|5_2023-10-04T05-24-08.290753.parquet
-
harness_hendrycksTest_clinical_knowledge_5
- 分片: 2023_10_04T05_24_08.290753, latest
- 路径:
**/details_harness|hendrycksTest-clinical_knowledge|5_2023-10-04T05-24-08.290753.parquet
-
harness_hendrycksTest_college_biology_5
- 分片: 2023_10_04T05_24_08.290753, latest
- 路径:
**/details_harness|hendrycksTest-college_biology|5_2023-10-04T05-24-08.290753.parquet
-
harness_hendrycksTest_college_chemistry_5
- 分片: 2023_10_04T05_24_08.290753, latest
- 路径:
**/details_harness|hendrycksTest-college_chemistry|5_2023-10-04T05-24-08.290753.parquet
-
harness_hendrycksTest_college_computer_science_5
- 分片: 2023_10_04T05_24_08.290753, latest
- 路径:
**/details_harness|hendrycksTest-college_computer_science|5_2023-10-04T05-24-08.290753.parquet
-
harness_hendrycksTest_college_mathematics_5
- 分片: 2023_10_04T05_24_08.290753, latest
- 路径:
**/details_harness|hendrycksTest-college_mathematics|5_2023-10-04T05-24-08.290753.parquet
-
harness_hendrycksTest_college_medicine_5
- 分片: 2023_10_04T05_24_08.290753, latest
- 路径:
**/details_harness|hendrycksTest-college_medicine|5_2023-10-04T05-24-08.290753.parquet
-
harness_hendrycksTest_college_physics_5
- 分片: 2023_10_04T05_24_08.290753, latest
- 路径:
**/details_harness|hendrycksTest-college_physics|5_2023-10-04T05-24-08.290753.parquet
-
harness_hendrycksTest_computer_security_5
- 分片: 2023_10_04T05_24_08.290753, latest
- 路径:
**/details_harness|hendrycksTest-computer_security|5_2023-10-04T05-24-08.290753.parquet
-
harness_hendrycksTest_conceptual_physics_5
- 分片: 2023_10_04T05_24_08.290753, latest
- 路径:
**/details_harness|hendrycksTest-conceptual_physics|5_2023-10-04T05-24-08.290753.parquet
-
harness_hendrycksTest_econometrics_5
- 分片: 2023_10_04T05_24_08.290753, latest
- 路径:
**/details_harness|hendrycksTest-econometrics|5_2023-10-04T05-24-08.290753.parquet
-
harness_hendrycksTest_electrical_engineering_5
- 分片: 2023_10_04T05_24_08.290753, latest
- 路径:
**/details_harness|hendrycksTest-electrical_engineering|5_2023-10-04T05-24-08.290753.parquet
以上是数据集的详细概述，包括数据集的来源、结构、加载示例、最新结果以及各个配置的详细信息。
