Train neural networks up to 7x faster. Contribute to mosaicml/composer development by creating an account on GitHub.
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The sheer size of modern neural networks makes model serving a serious computational challenge. A popular class of compression techniques overcomes this challenge by pruning or sparsifying the weights of pretrained networks. While useful, these techniques often face serious tradeoffs between computational requirements …
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Neural network pruning with combinatorial optimization
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How well do neural networks generalize? Even for grammar induction tasks, where the target generalization is fully known, previous works have left the question open, testing very limited ranges beyond the training set and using different success criteria. We provide a measure of neural network generalization based on …
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SALMONN: Speech Audio Language Music Open Neural Network - GitHub - bytedance/SALMONN: SALMONN: Speech Audio Language Music Open Neural Network
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LLPhant - A comprehensive PHP Generative AI Framework using OpenAI GPT 4. Inspired by Langchain and LLamaIndex - GitHub - theodo-group/LLPhant: LLPhant - A comprehensive PHP Generative AI Framework...
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Get an understanding of neural networks based on classes and functions, as opposed to matrices and vectors.After watching this, I highly recommend the more m...
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In the following blog post I will show how to use machine learning to teach a computer to play cards. The game used for these experiments…
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Here’s an unusual concept: a computer-guided mechanical neural network (video, embedded below.) Why would one want a mechanical neural network? It’s essentially a tool to explore what i…
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Sasikanth Avancha is a Principal Engineer (AI Research & Dev) in Intel Labs leading research efforts on GNN training & inference performance optimizations. Highlights: The 4th gen Intel® Xeon® Scalable Processor, formerly codenamed Sapphire Rapids is a balanced platform for Graph Neural Networks (G...
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