Transformer-based Model for ASR N-Best Rescoring and Rewriting
Voice assistants increasingly use on-device Automatic Speech Recognition (ASR) to ensure speed and privacy. However, due to resource constraints on…
Machine Learning
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Accelerate ML workflows with Amazon SageMaker Studio Local Mode and Docker support
We are excited to announce two new capabilities in Amazon SageMaker Studio that will accelerate iterative development for machine learning…
Using LoRA in Stable Diffusion
The deep learning model of Stable Diffusion is huge. The weight file is multiple GB large. Retraining the model means…
Use Kubernetes Operators for new inference capabilities in Amazon SageMaker that reduce LLM deployment costs by 50{7df079fc2838faf5776787b4855cb970fdd91ea41b0d21e47918e41b3570aafe} on average
We are excited to announce a new version of the Amazon SageMaker Operators for Kubernetes using the AWS Controllers for…
Generate Realistic Faces in Stable Diffusion
Stable Diffusion’s latest models are very good at generating hyper-realistic images, but they can struggle with accurately generating human faces….
Introducing automatic training for solutions in Amazon Personalize
Amazon Personalize is excited to announce automatic training for solutions. Solution training is fundamental to maintain the effectiveness of a…
Unfolding Data Stories: From First Glance to In-Depth Analysis
The path to uncovering meaningful insights often starts with a single step: looking at the data before asking questions. This…
Uncover hidden connections in unstructured financial data with Amazon Bedrock and Amazon Neptune
In asset management, portfolio managers need to closely monitor companies in their investment universe to identify risks and opportunities, and…
Explore data with ease: Use SQL and Text-to-SQL in Amazon SageMaker Studio JupyterLab notebooks
Amazon SageMaker Studio provides a fully managed solution for data scientists to interactively build, train, and deploy machine learning (ML)…
AWS and Mistral AI commit to democratizing generative AI with a strengthened collaboration
The generative artificial intelligence (AI) revolution is in full swing, and customers of all sizes and across industries are taking…