Favorite GPT-J is an open-source 6-billion-parameter model released by Eleuther AI. The model is trained on the Pile and can perform various tasks in language processing. It can support a wide variety of use cases, including text classification, token classification, text generation, question and answering, entity extraction, summarization, sentiment analysis,
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Shared by AWS Machine Learning June 13, 2023
Favorite Open-source large language models (LLMs) have become popular, allowing researchers, developers, and organizations to access these models to foster innovation and experimentation. This encourages collaboration from the open-source community to contribute to developments and improvement of LLMs. Open-source LLMs provide transparency to the model architecture, training process, and training
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Shared by AWS Machine Learning June 13, 2023
Favorite We are excited to announce the open-source release of GraphStorm 0.1, a low-code enterprise graph machine learning (ML) framework to build, train, and deploy graph ML solutions on complex enterprise-scale graphs in days instead of months. With GraphStorm, you can build solutions that directly take into account the structure
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Shared by AWS Machine Learning June 10, 2023
Favorite ONNX (Open Neural Network Exchange) is an open-source standard for representing deep learning models widely supported by many providers. ONNX provides tools for optimizing and quantizing models to reduce the memory and compute needed to run machine learning (ML) models. One of the biggest benefits of ONNX is that
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Shared by AWS Machine Learning June 10, 2023
Favorite Posted by Su Wang and Ceslee Montgormery, Research Engineers, Google Research In the last few years, text-to-image generation research has seen an explosion of breakthroughs (notably, Imagen, Parti, DALL-E 2, etc.) that have naturally permeated into related topics. In particular, text-guided image editing (TGIE) is a practical task that
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Shared by Google AI Technology June 9, 2023
Favorite The Linux Foundation, Unified Patents and Electronic Frontier Foundation hosted a webinar this week to give an overview of the serious issue of patent trolls and the recent proposal from the United States Patent and Trademark Office (USPTO) to change the current rules for protecting and defending Open Source
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Shared by voicesofopensource June 9, 2023
Favorite Amazon Personalize now enables popularity tuning for its Similar-Items recipe (aws-similar-items). Similar-Items generates recommendations that are similar to the item that a user selects, helping users discover new items in your catalog based on the previous behavior of all users and item metadata. Previously, this capability was only available
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Shared by AWS Machine Learning June 9, 2023
Favorite Customers expect quick and efficient service from businesses in today’s fast-paced world. But providing excellent customer service can be significantly challenging when the volume of inquiries outpaces the human resources employed to address them. However, businesses can meet this challenge while providing personalized and efficient customer service with the
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Shared by AWS Machine Learning June 9, 2023
Favorite Data scientists need a consistent and reproducible environment for machine learning (ML) and data science workloads that enables managing dependencies and is secure. AWS Deep Learning Containers already provides pre-built Docker images for training and serving models in common frameworks such as TensorFlow, PyTorch, and MXNet. To improve this
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Shared by AWS Machine Learning June 9, 2023
Favorite Today Google released released the Secure AI Framework to help collaboratively secure AI technology. View Original Source (blog.google/technology/ai/) Here.
Shared by AWS Machine Learning June 13, 2023
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