[TCNNet] Domain Knowledge Dataset for NetCom Field Continuous Pretraining (zh-TW)

A specialized domain knowledge dataset created for continuous pretraining of TCNNet-9B, a Chinese language model based on Yi-9B and specialized in networking and communications domains. The dataset contains articles from various networking, cybersecurity, and tech review sources written in Traditional Chinese.

Dataset Description

Dataset Summary

This dataset is curated specifically for continuous pretraining to enhance Yi-9B's domain knowledge in networking and communications fields. The content is collected from authoritative tech websites and blogs, focusing on:

Networking equipment reviews and tutorials
Cybersecurity educational content
Technical product evaluations
Network infrastructure discussions
IT security news and analyses

Languages

Traditional Chinese (zh-TW)

Source Data

The articles were collected from various tech websites including:

Networking and tech review portals (cool3c, techbang, kocpc, eprice)
Cybersecurity educational sites
Tech influencer blogs (techgirlz, john3c, onnidaily, ching3c)
Hardware manufacturer sites (MSI, ASUS)
Other tech media (myfeel, ahui3c, kaiching, tangpc, dnpz)

Data Processing

The dataset was created by:

Web crawling from authorized sources
Content extraction and cleaning
Format standardization
Quality filtering to ensure technical relevance
Deduplication to remove redundant content

Domain Coverage

The dataset focuses on:

Network equipment and infrastructure
Cybersecurity best practices
Tech product reviews and comparisons
Network protocols and standards
IT security concepts and implementations

Dataset Characteristics

Technical vocabulary rich in networking and security terms
Professional-level content from industry experts
Current technology trends and developments
Practical applications and real-world scenarios
Traditional Chinese technical writing style

Intended Uses

Continuous pretraining of large language models
Domain adaptation for networking and communications
Enhancement of technical vocabulary and knowledge
Improvement of Chinese technical writing capabilities

Additional Information

The dataset is specifically designed to augment Yi-9B's capabilities in:

Understanding networking concepts
Processing technical documentation
Handling domain-specific terminology
Analyzing tech reviews and comparisons

Dataset Statistics

Size: 3.7M text corpus data

Licensing Information

GPL-3.0

Data Availability

This dataset is licensed under GPL-3.0 (GNU General Public License v3.0) with the following considerations:

Usage Rights

✅ Academic Research: The dataset can be used for academic research purposes
✅ Non-commercial Use: Free for non-commercial applications
❌ Commercial Use: Commercial usage is not permitted

Data Sources

All data is collected from publicly available articles and web pages
Internal or sensitive data used in training TCNNet-9B has been excluded from this public dataset
Sources include tech blogs, review sites, and educational platforms that are publicly accessible

Usage Guidelines

Attribution must be maintained according to GPL-3.0
Derivative works must be shared under the same license terms
Changes made to the dataset must be documented
The complete license terms must be included with any distribution

Access and Distribution

The dataset is available for download through Hugging Face
Users must agree to the GPL-3.0 license terms before accessing the data
Any redistribution must maintain the same licensing and attribution requirements

Please note that while the dataset is derived from public sources, users are responsible for ensuring their usage complies with both the GPL-3.0 license and any applicable local regulations regarding web-scraped content.

Please cite our work if you use the data or model in your paper.

@misc{TCNNet,
  author = {Jiun-Yi, Yang},
  title = {TCNNet-9B: Localized Large Language Model for Taiwanese Networking and Cybersecurity},
  year = {2024},
  publisher = {Huggingface},
  journal = {Huggingface Datasets},
  howpublished = {\url{https://huggingface.co/datasets/DataAgent/TCNNet-Pretrain-NetCom-zhTW-3.7M}},
}

Datasets:

DataAgent
/

TCNNet-Pretrain-NetCom-zhTW-3.7M

You need to agree to share your contact information to access this dataset