UPMC Professor of Computer Science at Carnegie Mellon University,
ex-Director of AI research at @Apple, co-founder Perceptual Machines (acquired by Apple)cs.cmu.edu/~rsalakhu/ Pittsburgh, PAJoined January 2015
It’s here! Meet Llama 3, our latest generation of models that is setting a new standard for state-of-the art performance and efficiency for openly available LLMs.
Key highlights
• 8B and 70B parameter openly available pre-trained and fine-tuned models.
• Trained on more…
Yes Paul (@pliang279), that bubbly is yours! 🥳🎉Congratulations on your very successful dissertation defense! (on the "Foundations of Multisensory Artificial Intelligence" in the @mldcmu ,@SCSatCMU, @CarnegieMellon ).
Honored to receive the 2024 Jane Street Graduate Research Fellowship! Thank you @JaneStreetGroup for the award and for organizing an amazing workshop!
The best part of this was getting to meet PhD students working on algebraic geometry, cosmology, quantum algorithms, and more!
I’ll be sharing more on Llama 3 very soon. It’s so cool to see what the community is already building with Llama 2 though. One of my favorites: @team_qanda & @upstageai used it to build a math-specific LLM to make personalized learning more accessible! ai.meta.com/blog/llama-2-m…
NLPositionality: Characterizing Design Biases of Datasets and Models – Machine Learning Blog | ML@CMU | Carnegie Mellon University blog.ml.cmu.edu/2024/03/01/nlp…
Beyond the Mud: Datasets, Benchmarks, and Methods for Computer Vision in Off-Road Racing – Machine Learning Blog | ML@CMU | Carnegie Mellon University blog.ml.cmu.edu/2024/03/22/bey…
1/ Given high-dim time series data (e.g., video, text), we'd like to know "what happens in the future?" and "what happened between A and B?" Turns out temporal contrastive learning provably answers these questions!
Paper+Code: arxiv.org/abs/2403.04082
Backstory and details below
You can do solid technical work or have long arguments about mumbo jumbo -- it is hard to do both. But one of them is much easier to do than the other.
You can do solid technical work or have long arguments about mumbo jumbo -- it is hard to do both. But one of them is much easier to do than the other.
Exciting personal update: I defended my PhD last week on Deep Learning on Graphs. Huge thanks to my committee Profs Tom Mitchell, @jure, and my advisors @rsalakhu and Christos Faloutsos. I have joined @inflectionAI to extend the benefits of intelligence to a wider audience!
Congratulations to my former CMU PhD student Zhilin Yang on his new LLM startup Moonshot AI, raising over $1B in VC funding.
Zhilin has done some fundamental work in NLP and large language models during his time at CMU including TransformerXL and XLNet. techcrunch.com/2024/02/21/moo…
I could not agree more with @PhilBeaudoin's response to @ylecun post. Quoting Philippe via Facebook:
"I find it fascinating that ML researchers talk about their intuition with such a high degree of confidence even after having been wrong so frequently in the past. I’m used to…
I could not agree more with @PhilBeaudoin's response to @ylecun post. Quoting Philippe via Facebook:
"I find it fascinating that ML researchers talk about their intuition with such a high degree of confidence even after having been wrong so frequently in the past. I’m used to…
Completely agree with Kevin: “It’s fine for creative tasks, but not (yet) autonomous agents” – the key word here is YET.
We are still far from having fully autonomous & reliable agents, but here are some early examples (albeit brittle) of agents navigating the web and…
Completely agree with Kevin: “It’s fine for creative tasks, but not (yet) autonomous agents” – the key word here is YET.
We are still far from having fully autonomous & reliable agents, but here are some early examples (albeit brittle) of agents navigating the web and…
Check out a few demos and code of the multimodal GPT-4V + SoM agent from our VisualWebArena that you can run on any web task.
Code+Paper: jykoh.com/vwa
Check out a few demos and code of the multimodal GPT-4V + SoM agent from our VisualWebArena that you can run on any web task.
Code+Paper: jykoh.com/vwa
We've added a demo of the multimodal GPT-4V + SoM agent from VisualWebArena to our GitHub repo, and you can now run this agent on any web task you like!
Here is the agent helping us to find a good Thai restaurant in Pittsburgh (more examples in the 🧵):
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61K Followers 2K Followinga combination of a mediocre scientist, a mediocre manager, a mediocre advisor & a mediocre PC at @nyuniversity (@CILVRatNYU) & @genentech (@PrescientDesign).
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Professor, @UofT (Statistics/CS)
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