BERT/RoBERTa are still among the best models for classification tasks. Even Twitter uses them here for their platform.
MACHINE LEARNING
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SQL Is All You Need for AI and Machine Learning
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SQL Is All You Need https://
bit.ly/45jEc8g #AI #MachineLearning #DeepLearning #LLMs #DataScience -
PyTorch Distributed Training and Tensor Sharding with Fabric
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None of these: just PyTorch with distributed training and tensor sharding. Optionally with CPU offloading for really big LLMs. I use Fabric as a convenient wrapper here.
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AI Model Performance Less Impressive Than Data Memorization
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Turns out, it’s even less impressive than memorizing the training data:
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Zoetis Transforms Animal Health Using Digital Technology and Data
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From Cats To Cattle: How Zoetis Is Using Digital And Data To Transform Animal Health
#AI #AIio #BigData #ML #NLU #Futureofwork @Kevin_Jackson @sallyeaves @schmarzo @kdnuggets @akwyz @BrettKing @TechNative @MiaD http://
ow.ly/FT3F30svHTM -
MIT algorithms reduce kernel methods complexity from quadratic to linear
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MIT research proposes versatile algorithms that reduce overhead of kernel methods from quadratic complexity to only linear, making the ML methods much more scalable & efficient: https://
bit.ly/3NTRZME -
AlphaDev Discovers Faster Sorting Algorithms
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AlphaDev discovers faster sorting algorithms New algorithms will transform the foundations of computing https://
deepmind.com/blog/alphadev-
discovers-faster-sorting-algorithms
… #AI @mvollmer1 @anijov @CatherineAdenle @ahier @gvalan @avrohomg @Shi4Tech @Damien_CABADI @enilev @FmFrancois @BIScorecard @data_nerd @YvesMulkers -
PyTorch DataLoader: Features, Benefits, and Usage Guide
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PyTorch DataLoader: Features, Benefits, and How to Use it | Saturn Cloud Blog https://
bit.ly/439ciKs #AI #MachineLearning #DeepLearning #LLMs #DataScience -
Why Artificial Intelligence Is Important for the Future
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Why is Artificial Intelligence Important?
#AI #AIio #BigData #ML #NLU #Futureofwork @Kevin_Jackson @sallyeaves @schmarzo @kdnuggets @akwyz @BrettKing @TechNative @MiaD http://
ow.ly/UqK030svHSL -
Understanding Encoder and Decoder LLMs: Dispelling Transformer Jargon
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I often get requests to dispel some of the jargon behind transformers and LLMs! So here we go, my new article on "Understanding Encoder and Decoder LLMs":