In the coming months, you will also have access to a `model.export()` API for inference-only model export, relying on the SavedModel format. It will include options for target-specific optimizations — think mobile, browser, microcontrollers, etc.
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New .keras file format introduction and testing request
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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.
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ChatGPT Generates Flawless Regular Expressions with Plain English
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Not only does #ChatGPT generate flawless regular expressions using plain English, it also clearly explains each element!
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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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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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Chat Management: Saving, Organization, and Sharing Features
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save specific chat(or thread) along with a file system – store good responses and code snippets. multiple instances of chats that I can switch between if I am working on different things at the same time
sharing – implement shareable links or an easier way to screenshot chats -
Databricks Personal Compute Simplifies Developer Path
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We’re making your dreams a reality With Personal Compute, our users have a simple path for developing on Databricks – while giving administrators the access and infrastructure controls they need to maintain peace of mind. Check it out https://
dbricks.co/3VssiEr -
What is a Data Structure: Infographic Guide
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#Infographic: What is a Data Structure?
Via @ingliguori #BigData #Analytics #DataScience #AI #PyTorch #Python #CloudComputing #DevCommunity #Serverless #DataScientist #Linux #Programming #Coding #DigitalTransformation #Cloud #MachineLearning #100DaysofCode #ArtificialIntelligence