nl-to-logql/natural-logql
收藏Hugging Face2024-12-06 更新2025-04-26 收录
下载链接：
https://hf-mirror.com/datasets/nl-to-logql/natural-logql
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资源简介：
---
dataset_info:
features:
- name: id
dtype: int64
- name: application
dtype: string
- name: application_variables
sequence: string
- name: category
dtype: string
- name: label_filter
dtype: string
- name: line_filter
dtype: string
- name: log_category_result
struct:
- name: chain_of_thought
dtype: string
- name: label_filter
dtype: string
- name: line_filter
dtype: string
- name: logql_query
dtype: string
- name: metric_category
sequence: string
- name: metric_category_result
struct:
- name: categories
sequence: string
- name: chain_of_thought
dtype: string
- name: query_explanation
dtype: string
- name: query_result
dtype: string
- name: question
dtype: string
- name: row_variables
sequence: string
- name: variables
sequence: string
splits:
- name: train
num_bytes: 862006.641509434
num_examples: 339
- name: test
num_bytes: 216137.35849056602
num_examples: 85
download_size: 227880
dataset_size: 1078144.0
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: test
path: data/test-*
---
If you're using this dataset for your research, please cite the following paper:
```
@misc{seshagiri2024chattinglogsexploratorystudy,
title={Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL},
author={Vishwanath Seshagiri and Siddharth Balyan and Vaastav Anand and Kaustubh Dhole and Ishan Sharma and Avani Wildani and José Cambronero and Andreas Züfle},
year={2024},
eprint={2412.03612},
archivePrefix={arXiv},
primaryClass={cs.DB},
url={https://arxiv.org/abs/2412.03612},
}
```
提供机构：
nl-to-logql
