Adams Wei Yu

79 posts

Adams Wei Yu

Adams Wei Yu

@AdamsYu

AI ICPC world final Gold medal 🏅. Multimodality thinking, reasoning and coding for Gemini. Core contributor of Veo. @GoogleDeepMind. PhD @mldcmu.

Katılım Haziran 2009
485 Takip Edilen1.1K Takipçiler
Adams Wei Yu
Adams Wei Yu@AdamsYu·
In our latest work, we show autoregressive pixel modeling scales predictably, but is massively compute-hungry compared to text LLMs. But with 4-5x annual compute growth, raw pixel modeling will become feasible in ~5 years. So see you in 2030!
Xinchen Yan@skywalkeryxc

For years, RAW pixel space pretraining has been sidelined: too compute-expensive. Our new @GoogleDeepMind paper 📜 dives into the scaling trends of raw pixel models to answer the question “how far are we from scaling up next-pixel prediction?” arxiv.org/pdf/2511.08704 Forecast: Raw next-pixel modeling will reach competitive ImageNet classification (>80% top1 accuracy) and generation metrics (90 Fr’echet Distance) in five years! Threads 👇

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Adams Wei Yu
Adams Wei Yu@AdamsYu·
Incredibly proud to be part of the team that took home Gold medal at the ICPC World Finals with Gemini! Conquering the complexity of competitive coding is a huge win, and it fuels our drive toward the ultimate challenge: Building AGI! 🚀
Jeff Dean@JeffDean

Very excited to see our Gemini models getting better and better at coding! An advanced version of Gemini 2.5 Deep Think at the 2025 International Collegiate Programming Contest (ICPC) World Finals achieved gold-medal level performance! 🎉 deepmind.google/discover/blog/…

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Quoc Le
Quoc Le@quocleix·
Amazing progress in reasoning! 🚀 Gemini 2.5 Pro Deep Think hitting 49.4% on USAMO – a feat I'd have considered impossible just a couple of years ago – & Gemini 2.5 Flash achieving 1424 Elo are huge leaps. So proud our team's research ideas contributed to this moment! blog.google/technology/goo…
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Jeff Dean
Jeff Dean@JeffDean·
Today we’re sharing an early look at our latest Gemini update for I/O! Introducing the updated Gemini 2.5 Pro (I/O edition), which ranks #1 on WebDev Arena and surpasses our previous 2.5 Pro model by +147 Elo points. 🏆 blog.google/products/gemin…
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Adams Wei Yu
Adams Wei Yu@AdamsYu·
Check out our strongest model Gemini 2.5! Happy to have been driving its multimodal reasoning capability and now we are also SOTA on MMMU for the first time! #gemini-2-5-pro" target="_blank" rel="nofollow noopener">blog.google/technology/goo…
Jeff Dean@JeffDean

🥁Introducing Gemini 2.5, our most intelligent model with impressive capabilities in advanced reasoning and coding. Now integrating thinking capabilities, 2.5 Pro Experimental is our most performant Gemini model yet. It’s #1 on @lmarena_ai leaderboard. 🥇

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Jeff Dean
Jeff Dean@JeffDean·
We’ve been thrilled by the positive reception to Gemini 2.0 Flash Thinking we discussed in December. Today we’re sharing an experimental update (gemini-2.0-flash-thinking-exp-01-21) with improved performance on math, science, and multimodal reasoning benchmarks 📈: • AIME: 73.3% • GPQA: 74.2% • MMMU: 75.4%
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Adams Wei Yu
Adams Wei Yu@AdamsYu·
What a year! Seeing Gemini reach No. 1 on lmsys across the board is incredibly rewarding. Proud to be part of this amazing journey!
Jeff Dean@JeffDean

What a way to celebrate one year of incredible Gemini progress -- #1🥇across the board on overall ranking, as well as on hard prompts, coding, math, instruction following, and more, including with style control on. Thanks to the hard work of everyone in the Gemini team and elsewhere at Google! 🎊

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Adams Wei Yu
Adams Wei Yu@AdamsYu·
wall? war.
Arena.ai@arena

Woah, huge news again from Chatbot Arena🔥 @GoogleDeepMind’s just released Gemini (Exp 1121) is back stronger (+20 points), tied #1🏅Overall with the latest GPT-4o-1120 in Arena! Ranking gains since Gemini-Exp-1114: - Overall #3#1 - Overall (StyleCtrl): #5 -> #2 - Hard Prompts (StyleCtrl): #3#1 - Coding: #3#1 - Vision: #1 - Math: #2#1 - Creative Writing #2#1 Congrats again @GoogleDeepMind! The LLM race is on fire — progress is now measured in days! See more analysis below👇

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Thang Luong
Thang Luong@lmthang·
Introducing #HaloQuest, our latest effort towards improving hallucination in multimodal foundation models! We hope that HaloQuest, as both a challenging benchmark and an open-sourced dataset, will enable the field's progress in advanced reasoning! Also glad that HaloQuest played a small part in the great news yesterday that #Gemini is now #1 on lmsys & accepted at #ECCV2024. Project page: haloquest.github.io Paper: arxiv.org/abs/2407.15680 Github: github.com/google/haloque…
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Adams Wei Yu
Adams Wei Yu@AdamsYu·
Gemini has topped the leaderboard of lmsys text, vision and 20 out of the 22 subcategories! Happy to be part of the effort!
Arena.ai@arena

Exciting News from Chatbot Arena! @GoogleDeepMind's new Gemini 1.5 Pro (Experimental 0801) has been tested in Arena for the past week, gathering over 12K community votes. For the first time, Google Gemini has claimed the #1 spot, surpassing GPT-4o/Claude-3.5 with an impressive score of 1300 (!), and also achieving #1 on our Vision Leaderboard. Gemini 1.5 Pro (0801) excels in multi-lingual tasks and delivers robust performance in technical areas like Math, Hard Prompts, and Coding. Huge congrats to @GoogleDeepMind on this remarkable milestone! Gemini (0801) Category Rankings: - Overall: #1 - Math: #1-3 - Instruction-Following: #1-2 - Coding: #3-5 - Hard Prompts (English): #2-5 Come try the model and let us know your feedback! More analysis below👇

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Arena.ai
Arena.ai@arena·
Big news – Gemini 1.5 Flash, Pro and Advanced results are out!🔥 - Gemini 1.5 Pro/Advanced at #2, closing in on GPT-4o - Gemini 1.5 Flash at #9, outperforming Llama-3-70b and nearly reaching GPT-4-0125 (!) Pro is significantly stronger than its April version. Flash’s cost, capabilities, and unmatched context length make it a market game-changer! Huge congrats to @GoogleDeepMind on the incredible Gemini launches! Can't wait to see what new applications Gemini unlocks! More breakdown analysis below👇
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Adams Wei Yu
Adams Wei Yu@AdamsYu·
Gemini 1.5 pro takes back the SOTA on MathVista Benchmark after 4 days.
Jeff Dean@JeffDean

Gemini 1.5 Model Family: Technical Report updates now published In the report we present the latest models of the Gemini family – Gemini 1.5 Pro and Gemini 1.5 Flash, two highly compute-efficient multimodal models capable of recalling and reasoning over fine-grained information from millions of tokens of context, including multiple long documents and hours of video and audio. Our latest report details notable improvements in Gemini 1.5 Pro within the last four months. Our May release demonstrates significant improvement in math, coding, and multimodal benchmarks compared to our initial release in February. Furthermore, the 1.5 Pro Model is now stronger than 1.0 Ultra. The latest Gemini 1.5 Pro is now our most capable model for text and vision understanding tasks, surpassing 1.0 Ultra on 16 of 19 text benchmarks and 18 of 21 of the vision understanding benchmarks. The table below highlights the improvement in average benchmark performance for different categories in 1.5 Pro since Feb, and also shows the strength of the model relative to the 1.0 Pro and 1.0 Ultra models. The 1.5 Flash model also compares very well against the 1.0 Pro and 1.0 Ultra models. One clear example of this can be seen on MMLU On MMLU we find that 1.5 Pro surpasses 1.0 Ultra in the regular 5-shot setting scoring 85.9% versus 83.7%. However with additional inference compute, via majority voting on top of multiple language model samples, we can get a performance of 91.7% versus Ultra’s 90.0%, which extends the known performance ceiling of this task. @OriolVinyalsML and I are very proud of the whole Gemini team, and it’s fantastic to see this progress and to share these highlights from our Gemini Model Family. Read the updated report here: goo.gle/GeminiV1-5

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