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NLP News Cypher | 07.26.20

Towards AI

Photo by Will Truettner on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher | 07.26.20 GitHub: Tencent/TurboTransformers Make transformers serving fast by adding a turbo to your inference engine!Transformer These 2 repos encompass NLP and Speech modeling.

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The NLP Cypher | 02.14.21

Towards AI

John on Patmos | Correggio NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER The NLP Cypher | 02.14.21 DeepSparse: a CPU inference engine for sparse models. Sparsify: a UI interface to optimize deep neural networks for better inference performance. The Vision of St. Heartbreaker Hey Welcome back!

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Spark NLP 5.0: It’s All About That Search!

John Snow Labs

We are delighted to announce the release of Spark NLP 5.0, We are delighted to announce the release of Spark NLP 5.0, Additionally, we are also set to release an array of new LLM models fine-tuned specifically for chat and instruction, now that we have successfully integrated ONNX Runtime into Spark NLP.

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The NLP Cypher | 02.14.21

Towards AI

John on Patmos | Correggio NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER The NLP Cypher | 02.14.21 DeepSparse: a CPU inference engine for sparse models. Sparsify: a UI interface to optimize deep neural networks for better inference performance. The Vision of St. Heartbreaker Hey Welcome back!

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Meet PowerInfer: A Fast Large Language Model (LLM) on a Single Consumer-Grade GPU that Speeds up Machine Learning Model Inference By 11 Times

Marktechpost

Generative Large Language Models (LLMs) are well known for their remarkable performance in a variety of tasks, including complex Natural Language Processing (NLP), creative writing, question answering, and code generation. The team has shared that PowerInfer is a GPU-CPU hybrid inference engine that makes use of this understanding.

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Large Action Models: Beyond Language, Into Action

Viso.ai

It uses formal languages, like first-order logic, to represent knowledge and an inference engine to draw logical conclusions based on user queries. This pattern recognition capability allows neural networks to perform tasks like image classification , object detection , and predicting the next word in NLP. Symbolic AI Mechanism.

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Host ML models on Amazon SageMaker using Triton: TensorRT models

AWS Machine Learning Blog

Overall, TensorRT’s combination of techniques results in faster inference and lower latency compared to other inference engines. The TensorRT backend for Triton Inference Server is designed to take advantage of the powerful inference capabilities of NVIDIA GPUs. trtexec —onnx=model.onnx —saveEngine=model_bs16.plan

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