This new file format is new, so please try it out, and if you run into any issues, please report them on GitHub! In the coming months, we will make this format the new default for any file with the `.keras` extension.
MACHINE LEARNING
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Keras Lookup Layers Store Vocabulary as Inspectable Plaintext Files
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…as well as custom assets written by layers that manage non-numerical state, such as vocabulary text files. Keras lookup layers store their vocabulary files as plaintext, so you can inspect and reuse them in a new context.
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Pros and Cons of Artificial Intelligence Explained
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The Pros And Cons Of Artificial Intelligence – Forbes Read more here: https://
ift.tt/ocMOVLK #ArtificialIntelligence #AI #DataScience #100DaysOfCode #Python #MachineLearning #BigData #DeepLearning #NLP #Robots #IoT -
Artificial Intelligence: The Next Generation Instrument Overview
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Artificial Intelligence; The Next Generation Instrument | Dr. Adam Tabriz – NewsBreak Original Read more here: https://
ift.tt/CdDZBby #ArtificialIntelligence #AI #DataScience #100DaysOfCode #Python #MachineLearning #BigData #DeepLearning #NLP #Robots #IoT -
White-box model format: JSON config and weights in ZIP archive
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The format is entirely whitebox — the file saved is a zip archive that you can inspect. It contains the config of the model as a human-readable JSON file (a description of the architecture and hyperparameters of the model), a weights file (essentially a dict of arrays)…
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New Keras Model Saving Format Available in TensorFlow Nightly
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Announcement: the new Keras model saving format is available in tf-nightly. This format is aimed at reloading the exact same Python object, in a safe way (it does not rely on bytecode or pickling at all). In the future, the TF SavedModel format will be for inference-only export.
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DistilBERT Student Model: Introduction and Key Concepts
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Introduction to DistilBERT in Student Model: This article was published as a part of the Data Science Blogathon. Source: Canva Introduction In 2018, GoogleAI researchers released the BERT model. It was a fantastic work that brought a revolution in the… https://
analyticsvidhya.com/blog/2022/11/i
ntroduction-to-distilbert-in-student-model/?utm_source=dlvr.it&utm_medium=twitter
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Biological Plausibility of Models: From LSTMs to Transformers
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When people bring up how the human brain works just like a Transformer, I remember those simpler times when people argued for the biological plausibility of LSTM (back when a stack of LSTM layers trained with deep RL seemed like the golden path to AGI). https://arxiv.org/abs/1604.06635
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Transformers Scale Arithmetic Rather Than Performing Algebra
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Transformers are like scaling up arithmetic instead of doing algebra.
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Language Models Need Acoustic Models to Match Reality
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The original language models were only half of a speech recognizer, whose function was to produce coherent text. The other half was the acoustic model, whose function was to ensure the text corresponded to reality. We forget the latter at our peril.