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ExternalAI
AWS Machine Learning Blog

The art and science of hyperparameter optimization on Amazon Nova Forge

Fine-tuning for domain-specific tasks means improving performance in one area without degrading the model’s general capabilities, and getting that balance right is harder than it looks. This post walks through how to navigate that balance, from selecting the right customization strategy for your data and task, to configuring the training parameters that most influence outcomes, like learning rate, batch size, and checkpointing. We also cover the common mistakes that lead to wasted training runs

Amazon NovaIntermediate (200)Technical How-to
AWS Machine Learning BlogRead original
ExternalSoftware Engineering
GitHub Changelog

Expanded technical preview availability for the GitHub Copilot app

The GitHub Copilot app technical preview is now available to all existing Copilot Pro, Pro+, Business, and Enterprise customers. Download the Copilot app for Windows, macOS, or Linux to get… The post Expanded technical preview availability for the GitHub Copilot app appeared first on The GitHub Blog.

GitHub ChangelogRead original
ExternalTechnology Trends
HN RSS Best

Larry Ellison: "Citizens will be on their best behavior because we’re recording"

Article URL: https://www.techradar.com/pro/quote-of-the-day-by-oracle-co-founder-larry-ellison-citizens-will-be-on-their-best-behavior-because-were-constantly-recording-and-reporting-everything-that-is-going-on-a-dire-warning-on-the-erosion-of-privacy Comments URL: https://news.ycombinator.com/item?id=48373391 Points: 280 # Comments: 220

HN RSS BestRead original
ExternalAI
AWS Machine Learning Blog

Object detection with Amazon Nova 2 Lite

In this post, we'll walk through implementing object detection with Amazon Nova 2 Lite. You'll learn how to deploy an object detection application using Amazon Bedrock, AWS Lambda, and Amazon API Gateway. You'll also learn how to craft effective prompts, process structured JSON output, and visualize results. We explore practical applications across manufacturing, agriculture, and logistics.

Amazon API GatewayAmazon BedrockAmazon Nova
AWS Machine Learning BlogRead original

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