(9/12) Scaling Expert Language Models with Unsupervised Domain Discovery
Authors: @ssgrn, @margs_li
, @ml_perception
, @WeijiaShi2
, @timalthoff
, @nlpnoah
, and @LukeZettlemoyer
GENERATIVE AI
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Scaling Expert Language Models with Unsupervised Domain Discovery
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Efficient LLM Inference: High-Throughput Generation on Single GPU
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(5/12) High-Throughput Generative Inference of LLMs with a Single GPU
Authors: @ying11231
, @lm_zheng
, @Hades317
, @zhuohan123
, Max Ryabinin, @realDanFu
, Zhiqiang Xie, Beidi Chen, Clark Barrett, Joseph E. Gonzalez, @percyliang
, Christopher Ré @snorkelai
, Ion Stoica, Ce Zhang -
PaLM-E: Embodied Multimodal Language Model for Robotics
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(2/12) PaLM-E: An Embodied Multimodal Language Model
Authors: @DannyDriess
, @xf1280
, Mehdi S. M. Sajjadi, @coreylynch
, @achowdhery
, @brian_ichter
, @ayzwah
, @JonathanTompson
, @QuanVng
, @TianheYu
, @wenlong_huang
, @YevgenChebotar
, @psermanet
, @duck et. al. -
MathPrompter: Mathematical Reasoning Using Large Language Models
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(3/12) MathPrompter: Mathematical Reasoning using Large Language Models
Authors: Shima Imani, Liang Du, @Ace_Harsh -
Language Models Training: Autoregressive vs Diffusion Approaches
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Common Q: Can you train language model w diffusion?
Favorite A: read this post (the whole blog is excellent) (Roughly speaking state of the art generative AI is either trained autoregressively or with diffusion. The underlying neural net usually a Transformer.) -
AI and Generative AI Transform Healthcare and Democratize Value Creation
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Thank you @ritters90
, Amicia, Kyle and Jillian for a lively and engaging discussion. #AI is transformative to any industry and particularly to Healthcare #Creation of value (of any kind) is democratised with #generativeai Cost of creati…
https://
lnkd.in/gXWB3qmV -
GPT-4 Jailbreaks Reveal Alignment Challenges and Future Risks
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lol i agree the outputs are ridiculous rn, however, that's not really the point jailbreaks show how hard it is to "align" a model even with the amount of work OpenAI has done if they can't get gpt-4 to operate how they want it to rn, then we will have bigger problems later on
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Beyond LLMs: Pursuing Diverse AI Research Areas Over Hype
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Maybe I'm taking the bait, but I find this advice misguided and kind of rude. There are many interesting & worthwhile research areas beyond LLMs. I hope people continue to lead and push forward in other areas, rather than being a follower in the area with the most money and hype
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DataAISummit 2026: 180+ Sessions on LLMs, MLOps, Data Streaming
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The #DataAISummit session catalog is live Choose from over 180 sessions across a variety of tracks, technologies, and industries! Data professionals will share their expertise on topics such as LLMs, data streaming, MLOps and Lakehouse. Join us https://
bit.ly/3KAkywr -
GPT-4 Improved Safety Against Jailbreak Prompts
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GPT-4 is capable and aligned enough to not fall for that directly, that worked on earlier GPT models but does not work anymore Try using that exact verbiage without using the rest of the prompt and you will see it will fail to produce the same responses