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Posts with #CompatibleRepresentation

#CompatibleRepresentation

Public posts on X that use #CompatibleRepresentation.

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  1. Federico Pernici@FedPernici
    🔄 Retweeting our discussion on #CompatibleRepresentation. The ArXiv version of the revised CoReS paper is now available: Soon a brief overview! #RepresentationLearning #NeuralCollapse #DeepLearning #MachineLearning #TPAMI
    Federico Pernici @FedPernici
    🧩Three intriguing concepts in the world of #DeepLearning: #BackwardCompatibility, #StationaryRepresentation, and #NeuralCollapse. Their connection may hold the key to better deep learning models with possibly novel ways to use them (1/7)
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  3. Federico Pernici@FedPernici
    I agree if "Langchain and friends" is collaboration to avoid re-training. This may involve tools for knowledge sharing👥. One potential approach is to learn a common internal representation🤝to enable models to reuse extracted features from other models. #CompatibleRepresentation
    Andrej Karpathy @karpathy
    Expectation: I need more deep learning engineers to train better models Reality: You need prompt engineers and LLM Ops (not sure what to call it (?), post-LLM above-API infra, langchain & friends) - training is centralizing into megamodels - not fully played out yet but trending
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  4. Andrej Karpathy✓@karpathy
    Expectation: I need more deep learning engineers to train better models Reality: You need prompt engineers and LLM Ops (not sure what to call it (?), post-LLM above-API infra, langchain & friends) - training is centralizing into megamodels - not fully played out yet but trending
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