Armand Joulin @armandjoulin
principal researcher, @googledeepmind. ex director of emea at fair @metaai. mostly work on open projects: fasttext, dino, llama, gemma. Joined February 2009-
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With satellite imagery, it’s hard to get labels. Solution? DINOv2! WRI+Meta trained a satellite DINOv2 for tree height estimation. They created an interactive map of tree height of the whole globe (!) at 1-meter res (!): …toring-okw37.projects.earthengine.app/view/canopyhei… Quizz: Can you recognize this city?
We had a small party to celebrate Llama-3 yesterday in Paris! The entire LLM OSS community joined us with @huggingface, @kyutai_labs, @GoogleDeepMind (Gemma), @cohere As someone said: better that the building remains safe, or ciao the open source for AI 😆
oh no not this again
Gemini 1.5 Pro has entered the (LMSys) Arena! Some highlights: -The only "mid" tier model at the highest level alongside "top" tier models from OpenAI and Anthropic ♊️ -The model excels at multimodal, and long context (not measured here) 🐍 -This model is also state-of-the-art…
Gemini 1.5 Pro has entered the (LMSys) Arena! Some highlights: -The only "mid" tier model at the highest level alongside "top" tier models from OpenAI and Anthropic ♊️ -The model excels at multimodal, and long context (not measured here) 🐍 -This model is also state-of-the-art…
More exciting news today -- Gemini 1.5 Pro result is out! Gemini 1.5 Pro API-0409-preview now achieves #2 on the leaderboard, surpassing #3 GPT4-0125-preview to almost top-1! Gemini shows even stronger performance on longer prompts, in which it ranks joint #1 with the latest…
More exciting news today -- Gemini 1.5 Pro result is out! Gemini 1.5 Pro API-0409-preview now achieves #2 on the leaderboard, surpassing #3 GPT4-0125-preview to almost top-1! Gemini shows even stronger performance on longer prompts, in which it ranks joint #1 with the latest… https://t.co/IvrwwMRhkU
Congratulations! The IT results are particularly strong, impressive!
Congratulations! The IT results are particularly strong, impressive!
BREAKING!! LLaMA-3 On Azure: azuremarketplace.microsoft.com/en-us/marketpl…
There is only scale and cosine schedule and adamw with batchsize that are big but not too big and a post..not wait pre..no wait postnorm with rsmnorm and gradient clipping and RoPe with sentencepiece with no dummy whitespace on heavily preprocessed data, duh?
There is only scale and cosine schedule and adamw with batchsize that are big but not too big and a post..not wait pre..no wait postnorm with rsmnorm and gradient clipping and RoPe with sentencepiece with no dummy whitespace on heavily preprocessed data, duh?
Fixed the fix.
We have open-sourced OneTwo on GitHub: github.com/google-deepmin… OneTwo is a Python library designed to simplify interactions with large (language and multimodal) foundation models, primarily aimed at researchers in prompting and prompting strategies.
Quantized Gemma 2B running at 157 toks/sec in MLX on my M1 Max laptop Bunch of apps open (slack, chrome, etc) + attached display + screen recording! Not sped up:
Super excited and proud that @photoroom_app is in the Forbes list of the top 50 AI companies. Congrats to all the other amazing companies which are also good friends.
Super excited and proud that @photoroom_app is in the Forbes list of the top 50 AI companies. Congrats to all the other amazing companies which are also good friends.
Great thread about the advantage of large multilingual vocabulary
💯 MLP-mixer is perfect example of the importance of data but it is also a very elegant model... and meme.
💯 MLP-mixer is perfect example of the importance of data but it is also a very elegant model... and meme.
Congratulations to @aidangomez and @cohere for this amazing breakthrough! On the side, our Gemma IT team also pushed our model thanks to the feedback from the open community. Great day for open models!
Congratulations to @aidangomez and @cohere for this amazing breakthrough! On the side, our Gemma IT team also pushed our model thanks to the feedback from the open community. Great day for open models!
Blah blah blah repost
So excited by the release of the open version of Griffin. The griffin team has done everything possible to help @srush_nlp win his bet, and now they are open sourcing a first 2B to help the community help Sasha.
So excited by the release of the open version of Griffin. The griffin team has done everything possible to help @srush_nlp win his bet, and now they are open sourcing a first 2B to help the community help Sasha.
Working on RAG at Meta, open source at HF. Now both at Cohere. Looking forward to listen to this podcast.
Working on RAG at Meta, open source at HF. Now both at Cohere. Looking forward to listen to this podcast.
2B and "7B" on gradio
Yann LeCun @ylecun
712K Followers 719 Following Professor at NYU. Chief AI Scientist at Meta. Researcher in AI, Machine Learning, Robotics, etc. ACM Turing Award Laureate.AK @_akhaliq
310K Followers 3K Following AI research paper tweets, ML @Gradio (acq. by @HuggingFace 🤗) dm for promo follow on Hugging Face: https://t.co/q2Qoey80GxAndrej Karpathy @karpathy
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5 Followers 809 Following enjoyer of various vector spaces, encoders and modalitiesSandra Kublik @itsSandraKublik
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92K Followers 2K Following Lead product for @Google AI Studio and working on the Gemini API, helping developers build with AI, my views!Caglar Gulcehre @caglarml
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49K Followers 408 Following Associate Professor in computer science @Stanford @StanfordHAI @StanfordCRFM @StanfordAILab @stanfordnlp | cofounder @togethercompute | PianistDelip Rao e/σ @deliprao
46K Followers 5K Following Busy inventing the shipwreck. @Penn. Past: @johnshopkins, @UCSC, @Amazon, @Twitter ||Art: #NLProc, Vision, Speech, #DeepLearning || Life: 道元, improv, running 🌈Sara Hooker @sarahookr
39K Followers 7K Following I lead @CohereForAI. Formerly Research @Google Brain @GoogleDeepmind. ML Efficiency at scale, LLMs, @trustworthy_ml. Changing spaces where breakthroughs happen.Behnam Neyshabur @bneyshabur
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36K Followers 430 Following Staff research scientist at DeepMind. AI and neuro. Former physicist, current human. https://t.co/jVR7w1pUOQCognition @cognition_labs
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4K Followers 621 Following Assistant Prof of CS, @EPFL_en Swiss Federal Institute of Technology. Previously @Berkeley_AI, @StanfordAILab, @ucf. Into #ComputerVision, #MachineLearning, #AIExcited to be speaking at the UC Berkeley startup seminar tomorrow, Wozniak Lounge (Soda Hall 430) at 5 pm. Course run by Andy, Ion, Ali and others.
Results from our first ✨Med-Gemini✨models, variants of the base Gemini multimodal models that have been tuned for the medical domain. The multimodal and long context capabilities of the Gemini models really shine in some of the capabilities. Joint work with @vivnat…
Delighted to share ✨Med-Gemini✨ - our new family of multimodal models for medicine unlocking new possibilities for health - arxiv.org/pdf/2404.18416 More accurate multimodal conversations about medical images🩻, surgical videos📽️, genomics🧬, ultra-long health records📚, ECGs🫀…
Post a picture YOU took. Just a pic. No description.
Post a picture YOU took. Just a pic. No description.
Computer Vision folks, let's settle this. How do you pronounce DINO? arxiv.org/abs/2104.14294
Sorry for DINO fans with French-Italian roots or preference for DI-stillation :)
Computer Vision folks, let's settle this. How do you pronounce DINO? arxiv.org/abs/2104.14294
Do not worry DINO fans: I am here to tell you that both pronunciation are officially valid
Sorry for DINO fans with French-Italian roots or preference for DI-stillation :)
@armandjoulin @srush_nlp Excellent point. I always talk about it in this way in my presentations, but I'm scared of putting it in writing 🤣. But 100% yes, the goal of the phi series is to create *reasoning engine* not a *retrieval engine*.
Nice work! This (on policy training) is how almost every production system typically work for example ad CTR prediction.
It's not PPO > DPO, It's policy generated data > stale data, In this paper, we answer this question by performing a rigorous analysis of a number of fine-tuning techniques on didactic and full-scale LLM problems. Our main finding is that, in general, approaches that use…
With satellite imagery, it’s hard to get labels. Solution? DINOv2! WRI+Meta trained a satellite DINOv2 for tree height estimation. They created an interactive map of tree height of the whole globe (!) at 1-meter res (!): …toring-okw37.projects.earthengine.app/view/canopyhei… Quizz: Can you recognize this city?
@giffmana I'm the first in line to hate radar plots but damn they are good for "dopamine goes up" (which is what we deep learning folks crave)
A sneak peek photo from the beginning of Lllama 3 baby shower 🚿 at @AIatMeta premises in Paris! 🥖 Thanks for all for coming and thanks @ThomasScialom and @#RicardoSilveiraCabral for organizing and sponsoring the event and to the team that made this possible! @Meta
J’ignorais qu’on allais au cinéma pour manger .
Depuis 2022, le concours « Mieux Manger Au Ciné » met en avant des innovations pour l’offre culinaire des salles de cinéma. Découvrez le palmarès de la 3e édition qui a été révélé le 22 avril, au cinéma le Louxor. cnc.fr/cinema/actuali…
Marketing folks wanna know how he does it:
@ThomasScialom @huggingface @kyutai_labs @GoogleDeepMind @cohere let me know next time so I invite the whole cohere crew 🙏 congrats for the release
We had a small party to celebrate Llama-3 yesterday in Paris! The entire LLM OSS community joined us with @huggingface, @kyutai_labs, @GoogleDeepMind (Gemma), @cohere As someone said: better that the building remains safe, or ciao the open source for AI 😆
oh no not this again
Congrats Melvin and team - great to see Gemini climb up :)
🔥🔥 On the board :) and we have more coming! Amazing team effort! I’ve had the most fun building this model with our team.