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InternLM-Chat-7B v1.1 has been released as the first open-source model with code interpreter capabilities, supporting external tools such as Python code interpreter and search engine.
InternLM2-Chat, open sourced on January 17, 2024, further enhances its capabilities in code interpreter and general tool utilization. With improved and more generalized instruction understanding, tool selection, and reflection abilities, InternLM2-Chat can more reliably support complex agents and multi-step tool calling for more intricate tasks. InternLM2-Chat exhibits decent computational and reasoning abilities even without external tools, surpassing ChatGPT in mathematical performance. When combined with a code interpreter, InternLM2-Chat-20B obtains comparable results to GPT-4 on GSM8K and MATH. Leveraging strong foundational capabilities in mathematics and tools, InternLM2-Chat provides practical data analysis capabilities.
The results of InternLM2-Chat-20B on math code interpreter is as below:
| GSM8K | MATH | |
|---|---|---|
| InternLM2-Chat-20B | 79.6 | 32.5 |
| InternLM2-Chat-20B with Code Interpreter | 84.5 | 51.2 |
| ChatGPT (GPT-3.5) | 78.2 | 28.0 |
| GPT-4 | 91.4 | 45.8 |
We offer examples using Lagent to build agents based on InternLM2-Chat to call code interpreter or search API. Additionally, we provide an example code using PAL to evaluate GSM8K math problems with InternLM-Chat-7B.