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README.md

InternLM-Chat Agent

English | 简体中文

Introduction

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

Usages

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.