Hwiwon Lee @develacker
CS PhD Student at @illinoisCDS https://t.co/QKYep5ZzZu Joined May 2016-
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Hwiwon Lee retweeted
New paper by University of Illinois tests the ability of agents to aid cybersecurity research: SEC-Bench. It tests both PoC input generation and automated vulnerability patching. HT @develacker, @ZiqiCharles, Hanxiao Lu, @LingmingZhang
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Hwiwon Lee retweeted
the best researchers from Meta, Yale, Stanford, Google DeepMind, and Microsoft laid out all we know about Agents in a 264-page paper [book], here are some of their key findings:
Hwiwon Lee retweeted
IBM devs release Bee Agent Framework, an open-source framework to build, deeply, and serve agentic workflows at scale. Features include: - Bee agents refined for Llama 3.1 - sandboxed code execution - flexible memory management for optimizing token usage - handling complex…
Hwiwon Lee retweeted
Huge efforts to improve LLMs for tool use, computer use, reasoning, and long-context understanding. Here are a few interesting papers for the weekend: 1). Agentic Information Retrieval Provides an introduction to agentic information retrieval, which is shaped by the…
Hwiwon Lee retweeted
READ: 130-page cheat sheet outlining key #MachineLearning concepts: bit.ly/130pgMLsheet
Hwiwon Lee retweeted
I just created a notebook using Llama 3.1 70B to generate a synthetic data for preference finetuning / aligning LLMs: github.com/rasbt/LLMs-fro… (The updated Llama license now allows using Llama 3.1 to improve other models, yay!). You can probably guess what comes next... 😊
Hwiwon Lee retweeted
With today’s launch of Llama 3.1, we release CyberSecEval 3, a wide-ranging evaluation framework for LLM security used in the development of the models. Additionally, we introduce and improve three LLM security guardrails. Summary in this 🧵, links to paper/github at bottom:
Hwiwon Lee retweeted
Curriculum for Karpathy's new planned course is 🌶️ github.com/karpathy/LLM10…
Hwiwon Lee retweeted
We've added a comprehensive section on leveraging OSS-Fuzz to improve the security and stability of open-source projects to our testing handbook. Learn how to run fuzzing harnesses, extend them, and reproduce crashes. buff.ly/3KehFR6
Hwiwon Lee retweeted
Hey, if you are at PyCon next week and are looking for a ~3h intro to PyTorch (incl. goodies like mixed-precision & multi-GPU training, and of course LLM finetuning), I'll be there ☺️ github.com/rasbt/pycon2024
Hwiwon Lee retweeted
Introducing OpenDevin CodeAct 1.0 - a new State-of-the-art open coding agent! It achieves a 21% unassisted resolve rate on SWE-Bench Lite, a 17% relative improvement above the previous SOTA by SWE-Agent. Check out our blog or the thread 🧵for more details: xwang.dev/blog/2024/open…
Hwiwon Lee retweeted
WoW 16 papers (!!) of @ASPLOSConf 2024 are authored or co-authored by @illinoiscs and @ECEILLINOIS faculty and students from 9 research groups across 13 technical sessions. What a powerhouse of multidisciplinary computer systems research at UIUC.
Hwiwon Lee retweeted
Calculus is a hard subject and so I was a bit skeptical going into this book because of the title. After 4 pages in, I got hooked. Really fun book to learn or review important topics in Calculus. calculusmadeeasy.org
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