Fine-tune Llama 2 using QLoRA and Deploy it on Amazon SageMaker with AWS Inferentia2 aws.amazon.com Post date December 13, 2023 No Comments on Fine-tune Llama 2 using QLoRA and Deploy it on Amazon SageMaker with AWS Inferentia2 External Tags Amazon SageMaker, AWS Inferentia, generative-ai
Build an end-to-end MLOps pipeline using Amazon SageMaker Pipelines, GitHub, and GitHub Actions aws.amazon.com Post date December 13, 2023 No Comments on Build an end-to-end MLOps pipeline using Amazon SageMaker Pipelines, GitHub, and GitHub Actions External Tags Advanced (300), Amazon Machine Learning, Amazon SageMaker, best-practices, Technical How-to
Create a web UI to interact with LLMs using Amazon SageMaker JumpStart aws.amazon.com Post date December 12, 2023 No Comments on Create a web UI to interact with LLMs using Amazon SageMaker JumpStart External Tags Advanced (300), Amazon SageMaker, Amazon SageMaker JumpStart, generative-ai, Technical How-to
Mitigate hallucinations through Retrieval Augmented Generation using Pinecone vector database & Llama-2 from Amazon SageMaker JumpStart aws.amazon.com Post date December 6, 2023 No Comments on Mitigate hallucinations through Retrieval Augmented Generation using Pinecone vector database & Llama-2 from Amazon SageMaker JumpStart External Tags Advanced (300), Amazon Machine Learning, Amazon SageMaker, Amazon SageMaker JumpStart, artificial-intelligence, Technical How-to
Techniques for automatic summarization of documents using language models aws.amazon.com Post date December 6, 2023 No Comments on Techniques for automatic summarization of documents using language models External Tags Amazon Machine Learning, Amazon SageMaker, artificial-intelligence, best-practices
Boosting RAG-based intelligent document assistants using entity extraction, SQL querying, and agents with Amazon Bedrock aws.amazon.com Post date December 6, 2023 No Comments on Boosting RAG-based intelligent document assistants using entity extraction, SQL querying, and agents with Amazon Bedrock External Tags Amazon Bedrock, Amazon SageMaker, Amazon Textract, generative-ai, Technical How-to
Enable faster training with Amazon SageMaker data parallel library aws.amazon.com Post date December 5, 2023 No Comments on Enable faster training with Amazon SageMaker data parallel library External Tags Amazon SageMaker, Announcements, artificial-intelligence, Expert (400), pytorch, PyTorch on AWS
How Getir reduced model training durations by 90% with Amazon SageMaker and AWS Batch aws.amazon.com Post date December 4, 2023 No Comments on How Getir reduced model training durations by 90% with Amazon SageMaker and AWS Batch External Tags Amazon SageMaker, AWS Batch, Customer Solutions
Boosting developer productivity: How Deloitte uses Amazon SageMaker Canvas for no-code/low-code machine learning aws.amazon.com Post date December 1, 2023 No Comments on Boosting developer productivity: How Deloitte uses Amazon SageMaker Canvas for no-code/low-code machine learning External Tags Amazon SageMaker, Amazon SageMaker Canvas, Customer Solutions, Intermediate (200), Technical How-to
Experience the new and improved Amazon SageMaker Studio aws.amazon.com Post date December 1, 2023 No Comments on Experience the new and improved Amazon SageMaker Studio External Tags Amazon SageMaker, Amazon SageMaker Studio, Announcements, AWS re:Invent, launch
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