Qwen2 with API: The Key to Horay AI's Performance Boost

By Horay AI Team|Sep 18, 2024

Qwen2, a comprehensive language model series, has significantly caused a stir in AI fields. Alibaba's Qwen team introduced five pre-trained and instruction-tuned models, including Qwen2-0.5B, Qwen2-1.5B, Qwen2-7B, Qwen2-57B-A14B, and Qwen2-72B, showcasing superior performance and competitiveness over prior open-source models in benchmark tests across multiple key areas, offering enhanced tools for researchers and developers.

In this article, you will gain an in-depth understanding of the technical advantages of the Qwen2 large language model, its extensive application scenarios, and the trial feedback from users both domestically and internationally after its launch. Additionally, we will provide a detailed introduction to the types of Qwen2 models currently available on the Horay Ai platform, along with comprehensive usage tutorials to help you easily get started and fully leverage this advanced technology.

Introduction to Qwen2

Qwen2 series has five models from 0.5B to 72B, enriched with high-quality data in 30+ languages, boosting natural language understanding, code writing, math solving, and multilingual processing. It supports up to 128K tokens, optimized for better generalization and application. Qwen2 outperforms Mixtral-8x22B and Meta's Llama-3-70B in benchmarks （For more data details please refer to Qwen2 Technical Report) and is available on Horay AI.

Qwen2 Key Highlights on Horay AI

Safety Superiority: In the multilingual unsafe query category, Qwen2 matches the industry-leading GPT-4 and outperforms Mistral-8x22B, significantly reducing the generation of harmful responses. By integrating advanced filtering technologies and comprehensive safety mechanisms, the modal ensures the security and reliability of user interactions, providing a healthier and safer environment for language models.
Developer Tools:Qwen2 provides developers with powerful tools to easily create customized AI agents and behaviors, which include detailed API documentation, code examples, and debugging tools, helping developers get started quickly and efficiently build and deploy AI applications.
Remarkable Code and Math Capabilities: Qwen2-Math (Explore it firsthand on Hugging Face) seamlessly integrates the experience of CodeQwen1.5. Backed by an extensive and high-quality dataset, The model demonstrates superior capabilities in tackling complex mathematical and coding challenges. Whether you're dealing with intricate algorithms or advanced calculus problems, it will provide you with accurate and efficient solutions, making Qwen2 an invaluable tool for both educational and professional applications.
Multilingual Support and Extended Context Window: The model supports 30+ languages, including English, Chinese, Spanish, French, German, Arabic, Russian, Korean, Japanese, Thai, Vietnamese, and more, highlighting global applicability. And it is trained on 32k context length, extended to 128k using YARN, enabling seamless info extraction.
Enhanced Video Engagement and Visual Agent Capabilities: The new series also supports elevating video content engagement through advanced features such as summarization, question answering, and real-time chat support, while also mastering function calling to adeptly translate visual cues into actionable insights by fetching real-time data—whether it's flight statuses, weather forecasts, or package tracking details.

Applications of Qwen2

Content Creation: Qwen2 suits the requirements of content creators by generating works from articles and blog posts to stories and even scripts for videos. This capability not only enhances its efficiency but also ensures high quality.
Education: The new series can be used to create personalized learning experiences, offering customized content to students based on their learning pace and style. It can also assist in generating educational materials such as quizzes, summaries, and explanations for complex concepts, making learning more engaging and accessible.
Healthcare: In the medical field, Qwen2 can help in medical research by generating hypotheses, and summarizing large volumes of medical literature. It can also be used to generate patient reports and summaries, enhancing the efficiency of healthcare providers.
Legal Services: The model can analyze legal documents, summarize cases, and even generate legal documents like contracts and briefs. This can significantly speed up the legal process and reduce errors, making it a valuable tool for law firms and legal departments.
Financial Services: In finance, it can assist in risk assessment, fraud detection, and the generation of financial reports. It can also help in creating personalized financial advice for clients, enhancing the services offered by financial institutions.
Entertainment: Beyond just generating text, Qwen2 can contribute to the creative arts by assisting in the creation of music, poetry, and even visual art through text-to-image synthesis. This can inspire new works and provide a new medium for artists.
Coding Companion: Qwen2 can understand and generate code in various programming languages, helping with tasks such as debugging, suggesting code snippets, explaining coding concepts, and even generating code based on specific requirements or descriptions.

List of Qwen2 Models Available on Horay AI

Qwen2 Model Variants

1. Qwen2-7B-Instruct
2. Qwen2-72B-Instruct

Model Sizes and Capabilities

7B Model: It's a compact, fast model optimized for high efficiency, well-suited for laptop use. Ideal for tasks needing rapid responses, it manages substantial workloads efficiently without demanding heavy computational resources.
72B Model: A mid-to-large scale model that accommodates advanced reasoning and a wide array of applications, ideal for tasks needing sophisticated and nuanced comprehension.

Evaluating Qwen2 Across Various Providers

After the launch of Qwen2, many users from global markets shared their opinions after experiencing the model, with numerous evaluations conducted to verify whether Qwen2 truly lives up to technical heights and stunning performance reported by the official announcements. These users include ordinary consumers, Inlfuencers and experts from the academic and industrial sectors, who comprehensively assessed Qwen2's performance through practical applications.

For example, in this video, the @AICodeKing, one youtuber who is dedicated to AI filed with around 27 thousand followers, covered several tests from mathematical reasoning to document and diagrams reading, as well as performance in general visual question answering, ensuring that Qwen2 delivers an outstanding user experience in all aspects

Outperforming GPT-4 and Claude 3.5 in visual benchmarks, Qwen2 doesn't let you down and it also excels in video QA, content creation, and multilingual support which have been lacking for quite a while. Want to experience it by yourself? Its 2B and 8B models are open-source under Apache 2.0, offering free access for all users. The 72B model, available on Hugging Face Spaces and Horay AI, features powerful video summarization, optimizing workflows waiting for content creators. In conclusion, we can say that Qwen2 sets new AI standards and becomes a game-changer.

In conclusion, the data and information presented in this report are meticulously sourced from official research and provide a comprehensive overview of the subject matter. The insights derived from these sources are both reliable and authoritative, offering valuable perspectives that can inform decision-making and strategic planning. As we move forward, it is essential to continue leveraging such credible sources to ensure the accuracy and relevance of our analyses.

FAQ

Q: Who developed Qwen?
A: Qwen is developed by Alibaba Group, a leading global technology company.
Q: Besides Qwen, what other large models does Alibaba have?
A: Alibaba has developed several large models, including but not limited to, M6 (Multi-modal Multi-task Machine Learning) and AliceMind (Alibaba's large-scale pre-trained language models).
Q: On which platforms can Qwen be used?
A: Qwen is designed to be versatile and can be deployed on various platforms, including cloud services, enterprise systems, and AI development environments.

Getting Started with Qwen2/How to run Qwen2 on Horay AI

To quickly start and run the Qwen2 model, please visit Horay AI and register an account, navigate to the playground and select Model -> Qwen2-7B-Instruct/ Qwen2-72B-Instruct.