fine-tuned/jinaai_jina-embeddings-v2-base-en-05062024-445b-webapp

---
license: apache-2.0
task_categories:
- feature-extraction
- sentence-similarity
language:
- en
tags:
- sentence-transformers
- feature-extraction
- sentence-similarity
- mteb
- Automotive
- Cars
- Vehicles
- Motors
- Parts
pretty_name: Automotive industry
size_categories:
- n<1K
---
# jinaai_jina-embeddings-v2-base-en-05062024-445b-webapp Dataset

## Dataset Description

The dataset "Automotive industry" is a generated dataset designed to support the development of domain specific embedding models for retrieval tasks.

## Associated Model

This dataset was used to train the [**jinaai_jina-embeddings-v2-base-en-05062024-445b-webapp**](https://huggingface.co/fine-tuned/jinaai_jina-embeddings-v2-base-en-05062024-445b-webapp) model.

## How to Use
To use this dataset for model training or evaluation, you can load it using the Hugging Face `datasets` library as follows:

```python
from datasets import load_dataset

dataset = load_dataset("fine-tuned/jinaai_jina-embeddings-v2-base-en-05062024-445b-webapp")
print(dataset['test'][0])
```

原始信息汇总

数据集概述

数据集名称

• 名称: Automotive industry
• 别名: jinaai_jina-embeddings-v2-base-en-05062024-445b-webapp Dataset

数据集描述

• 目的: 用于支持特定领域嵌入模型开发，特别是针对检索任务。

语言

• 语言: 英语 (en)

许可

• 许可协议: Apache-2.0

任务类别

• 任务:
  • 特征提取 (feature-extraction)
  • 句子相似度 (sentence-similarity)

标签

• 标签:
  • sentence-transformers
  • feature-extraction
  • sentence-similarity
  • mteb
  • Automotive
  • Cars
  • Vehicles
  • Motors
  • Parts

数据集大小

• 大小: 小于1千条记录 (n<1K)

关联模型

• 关联模型: jinaai_jina-embeddings-v2-base-en-05062024-445b-webapp

使用方法

• 加载方式: 使用Hugging Face datasets 库加载数据集，示例代码如下: python from datasets import load_dataset

  dataset = load_dataset("fine-tuned/jinaai_jina-embeddings-v2-base-en-05062024-445b-webapp") print(dataset[test][0])