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AWS Batch has launched quota management, a new scheduling capability for SageMaker Training jobs that lets administrators divide compute capacity into quota shares by team or project. Quota shares support configurable re...
AWS published a walkthrough for distributed PyTorch training on Amazon EKS using the Ray Train Deep Learning Container (DLC), KubeRay, and Elastic Fabric Adapter (EFA). The post demonstrates fine-tuning Qwen2.5-1.5B with...
The AWS Machine Learning Blog describes a reusable CDK construct that replaces native Application Auto Scaling resources for SageMaker AI endpoints with three CloudFormation custom resources. The construct deregisters sc...
AWS upgraded the Amazon Polly Generative text-to-speech engine, improving expressiveness and accuracy for numbers, currency and addresses at low latency. The release adds 14 new voices across 9 locales, including the fir...
MarkTechPost walks through NVIDIA's open-source nsight-python library, which attaches Nsight Compute to a running Python process so developers can annotate code regions and get hardware metrics back as a pandas Data...
AWS's Machine Learning Blog walks through the Adaptive Agentic Intelligence Framework (AAIF), built on Strands Agents, which uses a small local orchestrator model (llama3.2:1b via Ollama) to classify requests and ro...
AWS announced that Canadian organizations can access OpenAI GPT-5.6, GPT-6 and GPT-6.1 models on Amazon Bedrock from the Canada (Central) and Canada West (Calgary) Regions using cross-Region inference profiles. Requests...
AWS details a fine-tuning workflow on Amazon SageMaker HyperPod that teaches GPT-OSS-20B to reason and answer in French, German, Spanish and Italian instead of defaulting to English. Supervised fine-tuning with LoRA rais...
AWS published an end-to-end walkthrough of a conversational supply-chain intelligence pattern in which Amazon Quick serves as the user interface and Amazon Bedrock AgentCore provides the agent runtime, gateways, identity...
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