Hyperparameter search results summary (Run 6).

Figshare2021-09-24 更新2026-04-28 收录

参数优化

性能评估

数据链接：

https://figshare.com/articles/dataset/Hyperparameter_search_results_summary_Run_6_/16678270 数据链接链接失效反馈

官方服务：

资源简介：

Top 5 Models out of 250 candidate models from Run 6.

创建时间：

2021-09-24

christopherthompson81/quant_exploration

模型量化

性能评估

该数据集是一个关于LLM（大语言模型）量化影响的比较分析，特别是针对Llama.cpp量化在单个2x7B模型上的定性性能退化。数据集详细介绍了量化相关的两个关键指标：困惑度（perplexity）和压缩率（compression），并提供了不同量化方法下的性能对比。此外，数据集还描述了测试设置，包括使用的模型、量化过程、输入数据以及测试命令。

Hugging Face2024-02-06 更新290

tuning scenarios and configuration files output by irace

参数优化

自动化实验配置

Tuning scenarios and files produced by irace

Zenodo2025-02-09 更新20

Full results for paper "An Empirical Study on the Impact of Deep Parameters on Mobile App Energy Usage" (SANER 2022)

移动应用能耗分析

参数优化

This directory contains survey and experiment results for the paper "An Empirical Study on the Impact of Deep Parameters on Mobile App Energy Usage" (SANER 2022), along with the survey instrument. Ple

Zenodo2022-01-05 更新20

Appendix D. An account of the immune-inspired algorithm used in the systematic search of the model parameter spaces for alternative stable states.

启发式算法

参数优化

An account of the immune-inspired algorithm used in the systematic search of the model parameter spaces for alternative stable states.

DataCite Commons2020-09-03 更新100

Results of unpaired Welch’s two-sample t-tests comparing shape and color scores between trained and untrained models.

性能评估

视觉识别能力

Results of unpaired Welch’s two-sample t-tests comparing shape and color scores between trained and untrained models.

Figshare2025-12-15 更新20