open-llm-leaderboard/details_rombodawg__LosslessMegaCoder-llama2-7b-mini
收藏Hugging Face2023-09-17 更新2024-03-04 收录
下载链接：
https://hf-mirror.com/datasets/open-llm-leaderboard/details_rombodawg__LosslessMegaCoder-llama2-7b-mini
下载链接
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资源简介：
该数据集是在模型 rombodawg/LosslessMegaCoder-llama2-7b-mini 在 Open LLM Leaderboard 上的评估运行期间自动创建的。数据集由 64 个配置组成，每个配置对应一个被评估的任务。数据集是从 2 次运行中创建的，每次运行在每个配置中表示为特定的分割。train 分割始终指向最新的结果。一个名为 results 的额外配置存储了所有运行的聚合结果，这些结果用于计算和显示 Open LLM Leaderboard 上的聚合指标。README 还提供了如何使用 `datasets` 库中的 `load_dataset` 函数加载数据集的示例。
This dataset was automatically created during the evaluation runs of the model rombodawg/LosslessMegaCoder-llama2-7b-mini on the Open LLM Leaderboard. It consists of 64 configurations, each corresponding to one evaluated task. The dataset is constructed from 2 runs, where each run is represented as a specific split within each configuration. The `train` split always points to the most recent results. An additional configuration named `results` stores the aggregated results from all runs, which are used to calculate and display the aggregate metrics on the Open LLM Leaderboard. The README also provides examples of how to load the dataset using the `load_dataset` function from the `datasets` library.
提供机构：
open-llm-leaderboard
原始信息汇总
数据集概述
数据集简介
该数据集是在模型rombodawg/LosslessMegaCoder-llama2-7b-mini的评估运行期间自动创建的，用于Open LLM Leaderboard。
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_rombodawg__LosslessMegaCoder-llama2-7b-mini", "harness_winogrande_5", split="train")
最新结果
以下是2023-09-17T20:19:11.154530运行的最新结果： python { "all": { "em": 0.0020973154362416107, "em_stderr": 0.00046850650303683207, "f1": 0.07344798657718166, "f1_stderr": 0.0015858347345547499, "acc": 0.41792920302087216, "acc_stderr": 0.010209653238354205 }, "harness|drop|3": { "em": 0.0020973154362416107, "em_stderr": 0.00046850650303683207, "f1": 0.07344798657718166, "f1_stderr": 0.0015858347345547499 }, "harness|gsm8k|5": { "acc": 0.09552691432903715, "acc_stderr": 0.008096605771155743 }, "harness|winogrande|5": { "acc": 0.7403314917127072, "acc_stderr": 0.012322700705552667 } }
配置详情
以下是数据集的配置详情：
-
config_name: harness_arc_challenge_25
- split: 2023_08_24T05_51_33.178388
- path: **/details_harness|arc:challenge|25_2023-08-24T05:51:33.178388.parquet
- split: latest
- path: **/details_harness|arc:challenge|25_2023-08-24T05:51:33.178388.parquet
- split: 2023_08_24T05_51_33.178388
-
config_name: harness_drop_3
- split: 2023_09_17T20_19_11.154530
- path: **/details_harness|drop|3_2023-09-17T20-19-11.154530.parquet
- split: latest
- path: **/details_harness|drop|3_2023-09-17T20-19-11.154530.parquet
- split: 2023_09_17T20_19_11.154530
-
config_name: harness_gsm8k_5
- split: 2023_09_17T20_19_11.154530
- path: **/details_harness|gsm8k|5_2023-09-17T20-19-11.154530.parquet
- split: latest
- path: **/details_harness|gsm8k|5_2023-09-17T20-19-11.154530.parquet
- split: 2023_09_17T20_19_11.154530
-
config_name: harness_hellaswag_10
- split: 2023_08_24T05_51_33.178388
- path: **/details_harness|hellaswag|10_2023-08-24T05:51:33.178388.parquet
- split: latest
- path: **/details_harness|hellaswag|10_2023-08-24T05:51:33.178388.parquet
- split: 2023_08_24T05_51_33.178388
-
config_name: harness_hendrycksTest_5
- split: 2023_08_24T05_51_33.178388
- path:
- **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-anatomy|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-astronomy|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-business_ethics|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-college_biology|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-college_chemistry|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-college_computer_science|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-college_mathematics|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-college_medicine|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-college_physics|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-computer_security|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-econometrics|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-formal_logic|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-global_facts|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-high_school_biology|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-high_school_european_history|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-high_school_geography|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-high_school_mathematics|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-high_school_physics|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-high_school_psychology|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-high_school_statistics|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-high_school_us_history|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-high_school_world_history|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-human_aging|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-human_sexuality|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-international_law|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-jurisprudence|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-logical_fallacies|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-machine_learning|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-management|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-marketing|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-medical_genetics|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-miscellaneous|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-moral_disputes|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-moral_scenarios|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-nutrition|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-philosophy|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-prehistory|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-professional_accounting|5_2023-08-24T05:51:33.178388.parquet
- **/details_harness|hendrycksTest-professional_law|5_2023-08-24
- path:
- split: 2023_08_24T05_51_33.178388
