Benchmark Buddy-LLM Benchmarking Tool

Introduction to Benchmark Buddy

Benchmark Buddy is a specialized AI assistant designed to facilitate the benchmarking of community-finetuned Large Language Models (LLMs) such as LLama 2 and Mistral 7B. It achieves this by generating questions that test LLMs across six areas: Understanding and Summarization, Logical Reasoning and Analysis, Creative Writing, Technical Explanation, Specific General Inquiry Requiring Existing Knowledge, and Coding. The purpose behind Benchmark Buddy is to offer a structured and effective means for developers, researchers, and enthusiasts to assess the capabilities, strengths, and weaknesses of different LLMs. For instance, it can create complex logical reasoning questions to evaluate an LLM's analytical skills, or it might generate creative writing prompts to test an LLM's ability to produce engaging and original content. This helps in identifying areas of improvement or in comparing the performance of different models under similar conditions. Powered by ChatGPT-4o。