|
--- |
|
library_name: transformers |
|
tags: [] |
|
--- |
|
|
|
| | Commonsense (Micro) | Commonsense (Macro) | Hard (Micro) | Hard (Macro) | Final Pass Rate | |
|
|--------------------|:-------------------:|:-------------------:|:------------:|:------------:|:---------------:| |
|
| **Direct Prompting**| | | | | | |
|
| Llama3.1-8B | 60.1 | 0.0 | 7.9 | 2.8 | 0.0 | |
|
| Qwen2-7B | 49.9 | 1.1 | 2.1 | 0.0 | 0.0 | |
|
| **Fine-tuning** | | | | | | |
|
| Llama3.1-8B | 78.3 | 17.8 | 19.3 | 6.1 | 3.8 | |
|
| Qwen2-7B | 59.0 | 0.6 | 0.2 | 0.0 | 0.0 | |
|
|
|
If our related resources prove valuable to your research, we kindly ask for a citation. |
|
|
|
``` |
|
@article{xie2024revealing, |
|
title={Revealing the Barriers of Language Agents in Planning}, |
|
author={Xie, Jian and Zhang, Kexun and Chen, Jiangjie and Yuan, Siyu and Zhang, Kai and Zhang, Yikai and Li, Lei and Xiao, Yanghua}, |
|
journal={arXiv preprint arXiv:2410.12409}, |
|
year={2024} |
|
} |
|
``` |
