Itinai.com a website with a catalog of works by branding spec dd70b183 f9d7 4272 8f0f 5f2aecb9f42e 0
Itinai.com a website with a catalog of works by branding spec dd70b183 f9d7 4272 8f0f 5f2aecb9f42e 0

Meet Skywork-13B: A Family of Large Language Models (LLMs) Trained on a Corpus of Over 3.2T Tokens Drawn from both English and Chinese Texts

The Skywork-13B family of large language models (LLMs) addresses the need for transparent and commercially available LLMs. Researchers at Kunlun Technology developed Skywork-13B-Base and Skywork-13BChat, providing detailed information about the training process and data composition. They also released intermediate checkpoints and used a two-stage training approach for optimization. Skywork-13B outperforms similar models and achieves low perplexity scores in various domains.

 Meet Skywork-13B: A Family of Large Language Models (LLMs) Trained on a Corpus of Over 3.2T Tokens Drawn from both English and Chinese Texts

Meet Skywork-13B: A Family of Large Language Models (LLMs) Trained on a Corpus of Over 3.2T Tokens Drawn from both English and Chinese Texts

Bilingual LLMs are becoming increasingly important in our interconnected world, where language diversity is a common challenge. They have the potential to break down language barriers, promote cross-cultural understanding, and improve access to information and services for people who speak different languages. Bilingual LLMs can be used to provide high-quality machine translation services. They can translate text from one language to another, helping break down language barriers and facilitate communication across different cultures and regions.

The Skywork-13B family of large language models offers practical solutions for organizations looking to leverage AI in their operations. Developed by researchers at Kunlun Technology, these models provide transparency and detailed information on the training process and data composition. This transparency allows other researchers to leverage the checkpoints for their own use cases.

The Skywork-13B family includes the Skywork-13B-Base model, which has state-of-the-art Chinese language modeling capability, and the Skywork-13BChat model, which is optimized for conversations. These models have been trained on a comprehensive dataset of over 3.2 trillion tokens drawn from both English and Chinese texts.

The Skywork-13B model shows exceptional performance, achieving the lowest average perplexity score of 9.42. It also outperforms significantly larger models in various domains such as tech, movie, government, and finance. This model provides practical solutions for organizations looking to overcome language barriers and improve communication across different cultures.

To learn more about the Skywork-13B models, you can check out the paper and GitHub repository. For further updates and insights on AI research news and projects, you can join the ML SubReddit, Facebook community, Discord channel, and subscribe to the email newsletter.

If you’re interested in evolving your company with AI and staying competitive, consider leveraging the Skywork-13B models. AI can redefine your way of work by identifying automation opportunities, defining measurable KPIs, selecting customized AI solutions, and implementing them gradually. For AI KPI management advice, you can connect with us at hello@itinai.com. Stay tuned on Telegram and Twitter for continuous insights into leveraging AI.

Spotlight on a Practical AI Solution: The AI Sales Bot from itinai.com/aisalesbot is designed to automate customer engagement 24/7 and manage interactions across all customer journey stages. Discover how AI can redefine your sales processes and customer engagement by exploring solutions at itinai.com.

List of Useful Links:

Itinai.com office ai background high tech quantum computing 0002ba7c e3d6 4fd7 abd6 cfe4e5f08aeb 0

Vladimir Dyachkov, Ph.D
Editor-in-Chief itinai.com

I believe that AI is only as powerful as the human insight guiding it.

Unleash Your Creative Potential with AI Agents

Competitors are already using AI Agents

Business Problems We Solve

  • Automation of internal processes.
  • Optimizing AI costs without huge budgets.
  • Training staff, developing custom courses for business needs
  • Integrating AI into client work, automating first lines of contact

Large and Medium Businesses

Startups

Offline Business

100% of clients report increased productivity and reduced operati

AI news and solutions