HPMLL/BurstGPT
A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems
This provides real-world historical data about how large language models (LLMs) like ChatGPT and GPT-4 are used over time, specifically focusing on server workloads. It includes detailed logs of user requests and model responses, such as timestamps, session IDs, response times, model types, and token counts. This dataset is designed for researchers and academics studying how to make LLM serving systems more efficient and robust.
241 stars.
Use this if you are a researcher or academic working on optimizing LLM serving systems and need realistic, large-scale workload data for simulations or analyses.
Not ideal if you are looking for a tool to deploy or manage LLMs directly, or if you need to analyze the content of LLM interactions rather than the operational workload.
Stars
241
Forks
14
Language
Python
License
CC-BY-4.0
Category
Last pushed
Feb 01, 2026
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/llm-tools/HPMLL/BurstGPT"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
binary-husky/gpt_academic
为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTe...
Oct4Pie/zero-zerogpt
Bypassing AI Content Detectors like ZeroGPT and GPTZero with Unicode Spacing
ZacharyZcR/SecGPT
A Test Project for a Network Security-oriented LLM Tool Emulating AutoGPT
ricardobalk/HackGPT
A powerful and customizable ChatGPT-like interface, built for developers.
dylanhogg/gptauthor
GPTAuthor is an AI tool for writing long form, multi-chapter stories given a story prompt.