InternLM Research Group Releases InternLM2-Math-Plus: A Series of Math-Focused LLMs in Sizes 1.8B, 7B, 20B, and 8x22B with Enhanced Chain-of-Thought, Code Interpretation, and LEAN 4 Reasoning

Introducing InternLM2-Math-Plus: Advancing Mathematical Reasoning with Enhanced LLMs The InternLM research team is dedicated to developing large language models (LLMs) specifically for mathematical reasoning and problem-solving. These models are designed to enhance artificial intelligence's capabilities in handling complex mathematical tasks, including formal proofs and informal problem-solving. Practical Solutions and Value The InternLM2-Math-Plus series consists of variants with different parameters, ranging from 1.8B to 8x22B. These models are created to improve performance and efficiency in solving complex mathematical tasks. They incorporate advanced techniques such as chain-of-thought reasoning, reward modeling, and a code interpreter. Additionally, they are pre-trained on diverse, high-quality mathematical data, including synthetic data for numerical operations and domain-specific datasets. Each variant of InternLM2-Math-Plus is tailored to address specific needs in mathematical reasoning. The 1.8B model balances performance and efficiency, the 7B model provides enhanced capabilities for more complex problem-solving tasks, the 20B model pushes the boundaries of performance, and the Mixtral8x22B model delivers unparalleled accuracy and precision for the most challenging mathematical tasks. These models demonstrate significant improvement over existing models, with the largest model, Mixtral8x22B, achieving top scores on various benchmarks, indicating superior problem-solving capabilities. Conclusion The research on InternLM2-Math-Plus represents a substantial advancement in the mathematical reasoning capabilities of LLMs. These models effectively address key challenges by integrating sophisticated training techniques and leveraging extensive datasets, enhancing performance on various mathematical benchmarks. AI Solutions for Your Company To evolve your company with AI, stay competitive, and use AI to your advantage, consider leveraging the InternLM2-Math-Plus models. Connect with us at hello@itinai.com for AI KPI management advice and continuous insights into leveraging AI on our Telegram or Twitter. Practical AI Solution Explore the AI Sales Bot from itinai.com, 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. List of Useful Links: AI Lab in Telegram - free consultation Twitter - @itinaicom