Simple NLP Pipelines with HuggingFace Transformers: Transformers by HuggingFace is an all-encompassing library with state-of-the-art pre-trained models and easy-to-use tools. https://
kdnuggets.com/2023/02/simple
-nlp-pipelines-huggingface-transformers.html?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=simple-nlp-pipelines-with-huggingface-transformers
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Simple NLP Pipelines with HuggingFace Transformers
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TFData Pipeline Performance and Functional Composition Showcase
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This sort of unusual dataset makes a great showcase for the power of TFData 🙂 All-functional chaining, filters operations, super readable, etc. And you get something ultra-performant that compiles to parallel C++ (no Python at all at runtime) Here's my randomized pipeline…
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End-to-end ML pipeline with Keras U-Net and TFData implementation
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The model is pretty weak right now, but the end-to-end pipeline works. It trains on the whole dataset (a bit of a challenge given the memory constrained and the fact that streaming isn't an option!) and makes a submission. It uses TFData for the pipeline and a Keras U-Net.
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New Kaggle Competition: Reading Carbonized Papyrii from Pompeii
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I just wrote up a quick notebook for the new Kaggle competition on "reading" carbonized papyrii from Pompeii via x-ray 3D scans. Really fun topic 🙂
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AI Safety: Intelligence Limits and Dataset Filtering Futility
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– Anything smarter than me can get that far on its own.
– We are far far far past the point of needing to figure out how to filter those datasets, regardless, if "don't train the LLM on any naughty ideas" is meant to be a key security pillar of the planet. -
Free e-Books for Data Science and Programming
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Free e-Books for Data Science! #BigData #Analytics #DataScience #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode https://
bit.ly/3Fv9ZIk -
GPU-Ready Tensor Library for Big Data and Machine Learning
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A GPU-Ready Tensor Library! #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Mathematics #Programming #Coding #100DaysofCode https://
geni.us/A-GPU-Library -
Understanding Data Science: Tools, Technologies and Concepts
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Understanding #DataScience! #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/Understanding-
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Developer Demonstrates GPT-4 Capabilities and Features
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Developer Demos GPT-4! #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #NLProc #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/Dev-Demos-GPT-4 -
Data Visualization Technologies and Tools for Big Data Analytics
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Data Visualization! #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode https://
geni.us/Data-Viz-Sep-2
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