Alibaba Cloud’s new Qwen2-Math is an LLM capable of solving complex mathematical problems, even those from the International Mathematical Olympiad.
Until recently, large language models often struggle with solving mathematical problems due to less robust reasoning skills. To overcome this, Qwen2-Math was trained on large-scale, high-quality mathematical web texts, books, codes, and exam questions.
As a result, the models achieved strong performance in linguistically diverse grade school math word problems and even Olympiad-level bilingual multimodal scientific problems.
They also demonstrated strong results in Chinese mathematical benchmarks, such as the Chinese college entrance exam known as Gaokao. The largest math-specific model in the series, Qwen2-Math-72B-Instruct, outperformed state-of-the-art models on the MATH benchmark—a dataset of 12,500 challenging competition mathematics problems.
Qwen2-Math-72B-Instruct outcompetes other state-of-the-art models on the MATH Benchmark
Developers, researchers and enterprises can access the models, including base models and their instruction-tuned versions trained on more specialized datasets on open-source communities including GitHub, Hugging Face and Modelscope. The models come in a variety of sizes, including 1.5 billion, 7 billion, and 72 billion parameters.
English is the primary language supported by the models at this time, though bilingual versions supporting English and Chinese are in the pipeline, according to Alibaba Cloud.
This article was originally published on Alizila, written by Elizabeth Utley.
Alibaba Cloud Elevates Paris 2024's Games Viewing Experience with Cloud Technologies
Four Steps to Security Defense: Detection Plan (Multi-Product Integration)
991 posts | 240 followers
FollowAlibaba Cloud Community - October 31, 2023
Alibaba Cloud Community - March 18, 2024
Alibaba Cloud Community - December 6, 2023
Alibaba Cloud Community - June 14, 2024
Alibaba Clouder - July 14, 2021
Alibaba F(x) Team - March 1, 2022
991 posts | 240 followers
FollowOffline SDKs for visual production, such as image segmentation, video segmentation, and character recognition, based on deep learning technologies developed by Alibaba Cloud.
Learn MoreAccelerate AI-driven business and AI model training and inference with Alibaba Cloud GPU technology
Learn MoreTop-performance foundation models from Alibaba Cloud
Learn MoreAccelerate innovation with generative AI to create new business success
Learn MoreMore Posts by Alibaba Cloud Community