Yizheng Huang

🏓 at @GoogleDeepMind
Previous @UCLA

[Yizheng Huang @hyz0918]

@VoidAsuka 2025?

[月球大叔 @uncle_moon_x]

湾区不听包裹/爬梯子/斗争的方式就是，尽量避免参与纯CS背景聚会

其实把生物/物理/等等不同背景的人拉出来聊聊，还是很能感觉到各行各业的问题，以及蓬勃发展的美感

相信人本身，多做互补，互利共赢的事情

[Jeff Dean @JeffDean]

Announcing Discovery Loop!

I am very excited to announce that, along with my longtime friends and collaborators @Sanjay_Ghemawat, @OriolVinyalsML and @quocleix, we are founding Discovery Loop (@DiscoLoopAI), a Public Benefit Corporation whose mission is to automate machine learning, science, and engineering to accelerate discoveries and progress. The four of us have worked together for 14 to 30 years, and have helped build some of the world’s most used products, infrastructure and AI models, and we’re excited to turn our attention to this ambitious endeavor.

♾

Learn more at: https://t.co/Rv3LMdLluK

[Yizheng Huang @hyz0918]

Evaluation shouldn't block the progress of AGI development.

We’re open-sourcing ProEval, a new framework to scale GenAI development without the massive price tag.

💰100x cost reduction
🎯 <1% error margin

🚀 Read the full @GoogleDeepMind tech report here:

[Zi Wang, Ph.D. @ziwphd]

Evaluating GenAI is too slow and expensive.

Our new paper introduces ProEval, achieving 8-65x fewer samples needed for 1% accuracy!

It uses Bayesian quadrature to efficiently estimate model performance and catch failure cases early. More in https://t.co/ULCuoFZ8Q8

[Zi Wang, Ph.D. @ziwphd]

Check out our open-sourced code and data here! https://t.co/dUp07c8wXx

Joint work with my amzing collaborators Yizheng Huang, Wenjun Zeng and Aditi Kumaresan

[Yizheng Huang @hyz0918]

@zhzHNN @OpenAI Thank you for sharing this!

[Tom Dörr @tom_doerr]

MLE-Agent: intelligent companion for AI engineering and research

[Huaizheng Zhang @zhzHNN]

We fully refactor the MLE-agent code to provide better user experience.

Here are some of new key features:

• 🤖 Autonomous Baseline Creation: Automatically generates ML/AI baselines to kickstart your projects.
• ☕ Interactive CLI Chat: An intuitive chat interface to enhance your existing projects right from the command line.
• 📂 File System Integration: Keeps your project structure well-organized.
• 🔍 Arxiv and Papers with Code Integration: Easily access the latest research and state-of-the-art methods.
• 🐛 Smart Debugging: Facilitates high-quality code generation with automatic debugger-coder interactions.
• 🧰 Comprehensive Tools Integration: Incorporates various AI/ML functions and MLOps tools for a seamless workflow.

#mle #ai #llm #agent #code

[月球大叔 @uncle_moon_x]

I’m excited to share a small step we’ve taken with MLE-Agent, a tool designed to support machine learning engineers and researchers.

[JAXenter @JAXenter]

Android Watermark: Eine leichtgewichtige Bibliothek zum Erstellen digitaler Wasserzeichen https://t.co/VzwLnRVn6e #android #watermark #wasserzeichen #mobile #copyright @hyz0918

[Yizheng Huang @hyz0918]

@Hinskey_Nyan what's up

[Yizheng Huang @hyz0918]

@JIANG98892998 变骚气了而已 :>

[Yizheng Huang @hyz0918]

@mr_yuhui 硫酸铜结晶了解一下 :)

[Yizheng Huang @hyz0918]

@Hinskey_Nyan come on my old cat ,cheer up

[Yizheng Huang @hyz0918]

@Hinskey_Nyan @appmarkelabo extremely scary

[Yizheng Huang @hyz0918]

A long overdue pic from GDG Devfest 2017 Shanghai

A city full of stories...

[Yizheng Huang @hyz0918]

@appmarkelabo @Hinskey_Nyan 晚餐吃这么多的吗