open-llm-leaderboard-old/details_Josephgflowers__Cinder-Phi-2-STEM-2.94B-Test
收藏数据集概述
该数据集是在对模型 Josephgflowers/Cinder-Phi-2-STEM-2.94B-Test 进行评估运行期间自动创建的，用于 Open LLM Leaderboard。
数据集组成
- 数据集包含 63 个配置，每个配置对应一个评估任务。
- 数据集由 1 次运行创建，每个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。
最新结果
以下是 2024-02-18T21:11:21.388297 运行的最新结果：
python { "all": { "acc": 0.5404779880547149, "acc_stderr": 0.03420607205397175, "acc_norm": 0.5423995332876018, "acc_norm_stderr": 0.03492031397648617, "mc1": 0.31334149326805383, "mc1_stderr": 0.01623806506905961, "mc2": 0.4645879274122728, "mc2_stderr": 0.015303792729334064 }, "harness|arc:challenge|25": { "acc": 0.5401023890784983, "acc_stderr": 0.01456431885692485, "acc_norm": 0.5708191126279863, "acc_norm_stderr": 0.014464085894870655 }, "harness|hellaswag|10": { "acc": 0.5427205735909182, "acc_stderr": 0.004971534874389939, "acc_norm": 0.7220673172674766, "acc_norm_stderr": 0.0044706448452428976 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.33, "acc_stderr": 0.04725815626252606, "acc_norm": 0.33, "acc_norm_stderr": 0.04725815626252606 }, # 其他任务的结果... }
配置详情
-
harness_arc_challenge_25
- 分割：2024_02_18T21_11_21.388297
- 路径：
**/details_harness|arc:challenge|25_2024-02-18T21-11-21.388297.parquet - 分割：latest
- 路径：
**/details_harness|arc:challenge|25_2024-02-18T21-11-21.388297.parquet
-
harness_gsm8k_5
- 分割：2024_02_18T21_11_21.388297
- 路径：
**/details_harness|gsm8k|5_2024-02-18T21-11-21.388297.parquet - 分割：latest
- 路径：
**/details_harness|gsm8k|5_2024-02-18T21-11-21.388297.parquet
-
harness_hellaswag_10
- 分割：2024_02_18T21_11_21.388297
- 路径：
**/details_harness|hellaswag|10_2024-02-18T21-11-21.388297.parquet - 分割：latest
- 路径：
**/details_harness|hellaswag|10_2024-02-18T21-11-21.388297.parquet
-
harness_hendrycksTest_5
- 分割：2024_02_18T21_11_21.388297
- 路径：
**/details_harness|hendrycksTest-abstract_algebra|5_2024-02-18T21-11-21.388297.parquet**/details_harness|hendrycksTest-anatomy|5_2024-02-18T21-11-21.388297.parquet**/details_harness|hendrycksTest-astronomy|5_2024-02-18T21-11-21.388297.parquet**/details_harness|hendrycksTest-business_ethics|5_2024-02-18T21-11-21.388297.parquet**/details_harness|hendrycksTest-clinical_knowledge|5_2024-02-18T21-11-21.388297.parquet**/details_harness|hendrycksTest-college_biology|5_2024-02-18T21-11-21.388297.parquet**/details_harness|hendrycksTest-college_chemistry|5_2024-02-18T21-11-21.388297.parquet**/details_harness|hendrycksTest-college_computer_science|5_2024-02-18T21-11-21.388297.parquet**/details_harness|hendrycksTest-college_mathematics|5_2024-02-18T21-11-21.388297.parquet**/details_harness|hendrycksTest-college_medicine|5_2024-02-18T21-11-21.388297.parquet**/details_harness|hendrycksTest-college_physics|5_2024-02-18T21-11-21.388297.parquet**/details_harness|hendrycksTest-computer_security|5_2024-02-18T21-11-21.388297.parquet**/details_harness|hendrycksTest-conceptual_physics|5_2024-02-18T21-11-21.388297.parquet**/details_harness|hendrycksTest-econometrics|5_2024-02-18T21-11-21.388297.parquet**/details_harness|hendrycksTest-electrical_engineering|5_2024-02-18T21-11-21.388297.parquet**/details_harness|hendrycksTest-elementary_mathematics|5_2024-02-18T21-11-21.388297.parquet**/details_harness|hendrycksTest-formal_logic|5_2024-02-18T21-11-21.388297.parquet**/details_harness|hendrycksTest-global_facts|5_2024-02-18T21-11-21.388297.parquet
- 分割：latest
- 路径：
**/details_harness|hendrycksTest-abstract_algebra|5_2024-02-18T21-11-21.388297.parquet**/details_harness|hendrycksTest-anatomy|5_2024-02-18T21-11-21.388297.parquet**/details_harness|hendrycksTest-astronomy|5_2024-02-18T21-11-21.388297.parquet**/details_harness|hendrycksTest-business_ethics|5_2024-02-18T21-11-21.388297.parquet**/details_harness|hendrycksTest-clinical_knowledge|5_2024-02-18T21-11-21.388297.parquet**/details_harness|hendrycksTest-college_biology|5_2024-02-18T21-11-21.388297.parquet**/details_harness|hendrycksTest-college_chemistry|5_2024-02-18T21-11-21.388297.parquet**/details_harness|hendrycksTest-college_computer_science|5_2024-02-18T21-11-21.388297.parquet**/details_harness|hendrycksTest-college_mathematics|5_2024-02-18T21-11-21.388297.parquet**/details_harness|hendrycksTest-college_medicine|5_2024-02-18T21-11-21.388297.parquet**/details_harness|hendrycksTest-college_physics|5_2024-02-18T21-11-21.388297.parquet**/details_harness|hendrycksTest-computer_security|5_2024-02-18T21-11-21.388297.parquet**/details_harness|hendrycksTest-conceptual_physics|5_2024-02-18T21-11-21.388297.parquet**/details_harness|hendrycksTest-econometrics|5_2024-02-18T21-11-21.388297.parquet**/details_harness|hendrycksTest-electrical_engineering|5_2024-02-18T21-11-21.388297.parquet**/details_harness|hendrycksTest-elementary_mathematics|5_2024-02-18T21-11-21.388297.parquet**/details_harness|hendrycksTest-formal_logic|5_2024-02-18T21-11-21.388297.parquet**/details_harness|hendrycksTest-global_facts|5_2024-02-18T21-11-21.388297.parquet}
加载数据集示例
python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_Josephgflowers__Cinder-Phi-2-STEM-2.94B-Test", "harness_winogrande_5", split="train")
