AI development platform

Qwen2.5-Math is a series of open source large language models specially designed for mathematical problems, including basic models and instruction fine-tuning models. It supports Chinese and English bilinguals and can solve mathematical problems through chain of thought (CoT) and tool integrated reasoning (TIR). The model performs well on multiple mathematical benchmarks, especially in terms of precise calculations and algorithmic operations. The development background of Qwen2.5-Math is to improve the application capabilities of large language models in the field of mathematics and promote the development of mathematics education and research.

OpenAI o1 is a series of newly developed AI models designed to solve complex problems in fields such as science, coding and mathematics through longer thinking. These models learn through training, allowing them to refine their thought processes, try different strategies, and identify errors. In the International Mathematical Olympiad qualifying competition, the o1 model scored much higher than the previous GPT-4o model, demonstrating its advantages in mathematics and coding. In addition, the o1 series introduces new safety training methods, allowing it to better follow safety and alignment guidelines.

NVIDIA AI Foundry is a platform designed to help enterprises build, optimize and deploy AI models. It provides an integrated environment that enables enterprises to leverage NVIDIA's advanced technologies to accelerate AI innovation. Key benefits of NVIDIA AI Foundry include its massive computing power, extensive library of AI models, and support for enterprise-grade applications. Through this platform, companies can more quickly develop AI solutions tailored to their specific needs, thereby becoming more efficient and competitive.

OpenCompass 2.0 is a platform focused on performance evaluation of large language models. It uses multiple closed-source datasets for multi-dimensional evaluation, providing the model with an overall average score and an expertise score. The platform helps developers and researchers understand the performance of different models in language, knowledge, reasoning, mathematics and programming by updating rankings in real time.

Cantor is a multi-modal chain of thinking (CoT) framework that combines visual context acquisition with logical reasoning through a perceptual decision-making architecture to solve complex visual reasoning tasks. Cantor first acts as a decision generator, integrating visual input to analyze images and questions, ensuring closer alignment with real-world situations. In addition, Cantor leverages the advanced cognitive capabilities of large language models (MLLMs) to act as multi-faceted experts to derive higher-level information and enhance the CoT generation process. Cantor conducts extensive experiments on two complex visual reasoning datasets, demonstrating the effectiveness of the proposed framework, significantly improving multi-modal CoT performance without fine-tuning or ground-truth justification.

Red Hat Enterprise Linux AI is an open source-based model platform designed to seamlessly develop, test, and run large language models (LLMs) for enterprise applications. It combines open source licensed IBM Granite LLMs, the InstructLab model alignment tool, a bootable image of Red Hat Enterprise Linux, and technical support and model intellectual property protection provided by Red Hat. The platform supports portability across hybrid cloud environments and integrates with Red Hat OpenShift® AI to further advance enterprise AI development, data management and model governance.

I2VGen-XL is an AI model library and data set platform that provides rich AI models and data sets to help users quickly build AI applications. The platform supports a variety of AI tasks, including image recognition, natural language processing, speech recognition, etc. Users can upload, download and share models and data sets through the platform, or use the API interface provided by the platform to make calls. The platform provides both free and paid services, and users can choose the service that suits them according to their needs.