like a candy store opening in town https://
reddit.com/r/rust/comment
s/15lidhr/early_preview_candle_torch_in_rust/
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MACHINE LEARNING
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Candle Torch Rust Framework Preview Released
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Gzip and Neural Networks Paper Remains Fun and Engaging
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It's refreshing to see how much fun we (still) get out of the Gzip + NN paper. It was provocative, intuitive, and easily hackable: the perfect storm for a rainy weekend.
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Dataset Query and RoBERTa-Large Performance on IMDB Reviews
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Which dataset have you used in this figure? If you want to boost it a few more percentage points, RoBERTa-Large is worth trying. Here are some results on the IMDB review dataset: https://
github.com/Lightning-AI/d
l-fundamentals/discussions/41
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Bag-of-Words Models Outperform Gzip in Text Classification
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Oh yeah, Bag-of-Words models are more favorite simple baseline for text classification. In my IMDB experiments, BoW ranked ~10% above the Gzip method (but 6% below LLM embeddings)
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7 Steps to Harness AI and Automate Strategy Making
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In summary, to harness the power of AI and automate your strategy making: 1. Choose your goal.
2. Collect data.
3. Preprocess and clean your data.
4. Choose an algorithm.
5. Train and test your model.
6. Implement your strategy.
7. Leverage the power of AI. -
Train and test your AI model for accurate predictions.
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5. Train and test your model. AI models must be trained on your data before they can generate insights. Train your model with your data. Test it using a different set of data. Refine the model until it generates accurate predictions.
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ML Predicts Contrail Conditions to Optimize Flight Routes
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The basic idea is to use ML to predict what regions & altitudes have conditions that will create contrails, & then to perform very modest flight route changes (e.g. ascend or descend a little bit) to avoid making contrails. This video gives more details: https://
youtube.com/watch?v=xBkK7o
lwjx0
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LLM Powered Autonomous Agents Technology Overview
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LLM Powered Autonomous Agents https://
bit.ly/3OnKxbj #AI #MachineLearning #DeepLearning #LLMs #DataScience -
Artificial Intelligence Impact on Economic Growth and Employment
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The impact of artificial intelligence on growth and employment
#AI #AIio #BigData #ML #NLU #Futureofwork @Kevin_Jackson @sallyeaves @schmarzo @kdnuggets @akwyz @BrettKing @TechNative @MiaD http://
ow.ly/aK2S30swAB4 -
AdaTape: Adaptive Transformer Model with Dynamic Token Sequences
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Introducing a new adaptive computation model, AdaTape. With a Transformer-based architecture and a dynamic set of tokens to create elastic input sequences, AdaTape is simple to implement, flexible, and more efficient compared to other adaptive baselines → https://
goo.gle/3s9xe6H