Tag: amazon sagemaker

Orchestrating Intelligent Agents: Building Workflows with OpenAI GPT OSS on Amazon SageMaker and Bedrock AgentCore

Discover how to construct sophisticated agentic workflows by deploying OpenAI's GPT OSS models on Amazon SageMaker and leveraging Amazon Bedrock AgentCore for seamless orchestration. This tutorial guides you through building a multi-agent stock analysis system, from model deployment to scalable cloud execution.

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Fine-tuning Transformer Models for Linguistic Diversity on Amazon SageMaker with Hugging Face

This tutorial explores fine-tuning transformer language models for linguistic diversity using Hugging Face on Amazon SageMaker, addressing the challenges of low-resource languages and demonstrating a practical approach to question answering tasks.

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Amazon SageMaker and 🤗 Transformers: Train and Deploy a Summarization Model with a Custom Dataset

This tutorial demonstrates how to fine-tune a state-of-the-art summarization model using Amazon SageMaker and 🤗 Transformers with your own custom dataset. We cover the end-to-end process, from data preparation and model training to deployment and creating a simple user interface.

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