mergekit-configs

## Dataset Description
- **Repository:** https://huggingface.co/datasets/louisbrulenaudet/mergekit-configs
- **Leaderboard:** N/A
- **Point of Contact:** [Louis Brulé Naudet](mailto:[e-mail])

<img src="assets/thumbnail.webp">

# MergeKit-configs: access all Hub architectures and automate your model merging process

This dataset facilitates the search for compatible architectures for model merging with MergeKit, streamlining the automation of high-performance merge searches. It provides a snapshot of the Hub’s configuration state, eliminating the need to manually open configuration files.

```python
import polars as pl

# Login using e.g. `huggingface-cli login` to access this dataset
df = pl.read_parquet('hf://datasets/louisbrulenaudet/mergekit-configs/data/raw-00000-of-00001.parquet')

result = (
df.groupby(
[
"architectures",
"hidden_size",
"model_type",
"intermediate_size"
]
).agg(
pl.struct([pl.col("id")]).alias("models")
)
)
```

## Citing & Authors

If you use this dataset in your research, please use the following BibTeX entry.

```BibTeX
@misc{HFforLegal2024,
author = {Louis Brulé Naudet},
title = {MergeKit-configs: access all Hub architectures and automate your model merging process},
year = {2024}
howpublished = {\url{https://huggingface.co/datasets/louisbrulenaudet/mergekit-configs}},
}
```

## Feedback

If you have any feedback, please reach out at [[e-mail]](mailto:[e-mail]).

## 数据集说明
- **仓库地址：** https://huggingface.co/datasets/louisbrulenaudet/mergekit-configs
- **排行榜：** 无
- **联系人：** [Louis Brulé Naudet](mailto:[e-mail])


# MergeKit-configs：接入所有Hugging Face Hub架构，自动化模型合并流程
本数据集可辅助查找适配MergeKit（模型合并工具）的模型合并兼容架构，简化高性能合并搜索的自动化流程。该数据集收录了Hub的配置状态快照，无需手动打开配置文件即可获取相关信息。

python
import polars as pl

# 请使用例如 `huggingface-cli login` 登录以访问本数据集
df = pl.read_parquet('hf://datasets/louisbrulenaudet/mergekit-configs/data/raw-00000-of-00001.parquet')

result = (
df.groupby(
[
"architectures",
"hidden_size",
"model_type",
"intermediate_size"
]
).agg(
pl.struct([pl.col("id")]).alias("models")
)
)

## 引用与作者
若您在研究中使用本数据集，请遵循以下BibTeX引用格式。

BibTeX
@misc{HFforLegal2024,
author = {Louis Brulé Naudet},
title = {MergeKit-configs: access all Hub architectures and automate your model merging process},
year = {2024}
howpublished = {url{https://huggingface.co/datasets/louisbrulenaudet/mergekit-configs}},
}

## 反馈
如有任何反馈，请联系[[e-mail]](mailto:[e-mail]).